SDK for PHP 3.x

Client: Aws\BedrockAgent\BedrockAgentClient
Service ID: bedrock-agent
Version: 2023-06-05

This page describes the parameters and results for the operations of the Agents for Amazon Bedrock (2023-06-05), and shows how to use the Aws\BedrockAgent\BedrockAgentClient object to call the described operations. This documentation is specific to the 2023-06-05 API version of the service.

Operation Summary

Each of the following operations can be created from a client using $client->getCommand('CommandName'), where "CommandName" is the name of one of the following operations. Note: a command is a value that encapsulates an operation and the parameters used to create an HTTP request.

You can also create and send a command immediately using the magic methods available on a client object: $client->commandName(/* parameters */). You can send the command asynchronously (returning a promise) by appending the word "Async" to the operation name: $client->commandNameAsync(/* parameters */).

AssociateAgentKnowledgeBase ( array $params = [] )
Associates a knowledge base with an agent.
CreateAgent ( array $params = [] )
Creates an agent that orchestrates interactions between foundation models, data sources, software applications, user conversations, and APIs to carry out tasks to help customers.
CreateAgentActionGroup ( array $params = [] )
Creates an action group for an agent.
CreateAgentAlias ( array $params = [] )
Creates an alias of an agent that can be used to deploy the agent.
CreateDataSource ( array $params = [] )
Sets up a data source to be added to a knowledge base.
CreateKnowledgeBase ( array $params = [] )
Creates a knowledge base that contains data sources from which information can be queried and used by LLMs.
DeleteAgent ( array $params = [] )
Deletes an agent.
DeleteAgentActionGroup ( array $params = [] )
Deletes an action group in an agent.
DeleteAgentAlias ( array $params = [] )
Deletes an alias of an agent.
DeleteAgentVersion ( array $params = [] )
Deletes a version of an agent.
DeleteDataSource ( array $params = [] )
Deletes a data source from a knowledge base.
DeleteKnowledgeBase ( array $params = [] )
Deletes a knowledge base.
DisassociateAgentKnowledgeBase ( array $params = [] )
Disassociates a knowledge base from an agent.
GetAgent ( array $params = [] )
Gets information about an agent.
GetAgentActionGroup ( array $params = [] )
Gets information about an action group for an agent.
GetAgentAlias ( array $params = [] )
Gets information about an alias of an agent.
GetAgentKnowledgeBase ( array $params = [] )
Gets information about a knowledge base associated with an agent.
GetAgentVersion ( array $params = [] )
Gets details about a version of an agent.
GetDataSource ( array $params = [] )
Gets information about a data source.
GetIngestionJob ( array $params = [] )
Gets information about a ingestion job, in which a data source is added to a knowledge base.
GetKnowledgeBase ( array $params = [] )
Gets information about a knoweldge base.
ListAgentActionGroups ( array $params = [] )
Lists the action groups for an agent and information about each one.
ListAgentAliases ( array $params = [] )
Lists the aliases of an agent and information about each one.
ListAgentKnowledgeBases ( array $params = [] )
Lists knowledge bases associated with an agent and information about each one.
ListAgentVersions ( array $params = [] )
Lists the versions of an agent and information about each version.
ListAgents ( array $params = [] )
Lists the agents belonging to an account and information about each agent.
ListDataSources ( array $params = [] )
Lists the data sources in a knowledge base and information about each one.
ListIngestionJobs ( array $params = [] )
Lists the ingestion jobs for a data source and information about each of them.
ListKnowledgeBases ( array $params = [] )
Lists the knowledge bases in an account and information about each of them.
ListTagsForResource ( array $params = [] )
List all the tags for the resource you specify.
PrepareAgent ( array $params = [] )
Creates a DRAFT version of the agent that can be used for internal testing.
StartIngestionJob ( array $params = [] )
Begins an ingestion job, in which a data source is added to a knowledge base.
TagResource ( array $params = [] )
Associate tags with a resource.
UntagResource ( array $params = [] )
Remove tags from a resource.
UpdateAgent ( array $params = [] )
Updates the configuration of an agent.
UpdateAgentActionGroup ( array $params = [] )
Updates the configuration for an action group for an agent.
UpdateAgentAlias ( array $params = [] )
Updates configurations for an alias of an agent.
UpdateAgentKnowledgeBase ( array $params = [] )
Updates the configuration for a knowledge base that has been associated with an agent.
UpdateDataSource ( array $params = [] )
Updates configurations for a data source.
UpdateKnowledgeBase ( array $params = [] )
Updates the configuration of a knowledge base with the fields that you specify.

Paginators

Paginators handle automatically iterating over paginated API results. Paginators are associated with specific API operations, and they accept the parameters that the corresponding API operation accepts. You can get a paginator from a client class using getPaginator($paginatorName, $operationParameters). This client supports the following paginators:

ListAgentActionGroups
ListAgentAliases
ListAgentKnowledgeBases
ListAgentVersions
ListAgents
ListDataSources
ListIngestionJobs
ListKnowledgeBases

Operations

AssociateAgentKnowledgeBase

$result = $client->associateAgentKnowledgeBase([/* ... */]);
$promise = $client->associateAgentKnowledgeBaseAsync([/* ... */]);

Associates a knowledge base with an agent. If a knowledge base is associated and its indexState is set to Enabled, the agent queries the knowledge base for information to augment its response to the user.

Parameter Syntax

$result = $client->associateAgentKnowledgeBase([
    'agentId' => '<string>', // REQUIRED
    'agentVersion' => '<string>', // REQUIRED
    'description' => '<string>', // REQUIRED
    'knowledgeBaseId' => '<string>', // REQUIRED
    'knowledgeBaseState' => 'ENABLED|DISABLED',
]);

Parameter Details

Members
agentId
Required: Yes
Type: string

The unique identifier of the agent with which you want to associate the knowledge base.

agentVersion
Required: Yes
Type: string

The version of the agent with which you want to associate the knowledge base.

description
Required: Yes
Type: string

A description of what the agent should use the knowledge base for.

knowledgeBaseId
Required: Yes
Type: string

The unique identifier of the knowledge base to associate with the agent.

knowledgeBaseState
Type: string

Specifies whether to use the knowledge base or not when sending an InvokeAgent request.

Result Syntax

[
    'agentKnowledgeBase' => [
        'agentId' => '<string>',
        'agentVersion' => '<string>',
        'createdAt' => <DateTime>,
        'description' => '<string>',
        'knowledgeBaseId' => '<string>',
        'knowledgeBaseState' => 'ENABLED|DISABLED',
        'updatedAt' => <DateTime>,
    ],
]

Result Details

Members
agentKnowledgeBase
Required: Yes
Type: AgentKnowledgeBase structure

Contains details about the knowledge base that has been associated with the agent.

Errors

ThrottlingException:

The number of requests exceeds the limit. Resubmit your request later.

AccessDeniedException:

The request is denied because of missing access permissions.

ValidationException:

Input validation failed. Check your request parameters and retry the request.

InternalServerException:

An internal server error occurred. Retry your request.

ResourceNotFoundException:

The specified resource Amazon Resource Name (ARN) was not found. Check the Amazon Resource Name (ARN) and try your request again.

ConflictException:

There was a conflict performing an operation.

ServiceQuotaExceededException:

The number of requests exceeds the service quota. Resubmit your request later.

CreateAgent

$result = $client->createAgent([/* ... */]);
$promise = $client->createAgentAsync([/* ... */]);

Creates an agent that orchestrates interactions between foundation models, data sources, software applications, user conversations, and APIs to carry out tasks to help customers.

  • Specify the following fields for security purposes.

    • agentResourceRoleArn – The Amazon Resource Name (ARN) of the role with permissions to invoke API operations on an agent.

    • (Optional) customerEncryptionKeyArn – The Amazon Resource Name (ARN) of a KMS key to encrypt the creation of the agent.

    • (Optional) idleSessionTTLinSeconds – Specify the number of seconds for which the agent should maintain session information. After this time expires, the subsequent InvokeAgent request begins a new session.

  • To override the default prompt behavior for agent orchestration and to use advanced prompts, include a promptOverrideConfiguration object. For more information, see Advanced prompts.

  • If you agent fails to be created, the response returns a list of failureReasons alongside a list of recommendedActions for you to troubleshoot.

Parameter Syntax

$result = $client->createAgent([
    'agentName' => '<string>', // REQUIRED
    'agentResourceRoleArn' => '<string>',
    'clientToken' => '<string>',
    'customerEncryptionKeyArn' => '<string>',
    'description' => '<string>',
    'foundationModel' => '<string>',
    'guardrailConfiguration' => [
        'guardrailIdentifier' => '<string>',
        'guardrailVersion' => '<string>',
    ],
    'idleSessionTTLInSeconds' => <integer>,
    'instruction' => '<string>',
    'promptOverrideConfiguration' => [
        'overrideLambda' => '<string>',
        'promptConfigurations' => [ // REQUIRED
            [
                'basePromptTemplate' => '<string>',
                'inferenceConfiguration' => [
                    'maximumLength' => <integer>,
                    'stopSequences' => ['<string>', ...],
                    'temperature' => <float>,
                    'topK' => <integer>,
                    'topP' => <float>,
                ],
                'parserMode' => 'DEFAULT|OVERRIDDEN',
                'promptCreationMode' => 'DEFAULT|OVERRIDDEN',
                'promptState' => 'ENABLED|DISABLED',
                'promptType' => 'PRE_PROCESSING|ORCHESTRATION|POST_PROCESSING|KNOWLEDGE_BASE_RESPONSE_GENERATION',
            ],
            // ...
        ],
    ],
    'tags' => ['<string>', ...],
]);

Parameter Details

Members
agentName
Required: Yes
Type: string

A name for the agent that you create.

agentResourceRoleArn
Type: string

The Amazon Resource Name (ARN) of the IAM role with permissions to invoke API operations on the agent.

clientToken
Type: string

A unique, case-sensitive identifier to ensure that the API request completes no more than one time. If this token matches a previous request, Amazon Bedrock ignores the request, but does not return an error. For more information, see Ensuring idempotency.

customerEncryptionKeyArn
Type: string

The Amazon Resource Name (ARN) of the KMS key with which to encrypt the agent.

description
Type: string

A description of the agent.

foundationModel
Type: string

The foundation model to be used for orchestration by the agent you create.

guardrailConfiguration
Type: GuardrailConfiguration structure

The unique Guardrail configuration assigned to the agent when it is created.

idleSessionTTLInSeconds
Type: int

The number of seconds for which Amazon Bedrock keeps information about a user's conversation with the agent.

A user interaction remains active for the amount of time specified. If no conversation occurs during this time, the session expires and Amazon Bedrock deletes any data provided before the timeout.

instruction
Type: string

Instructions that tell the agent what it should do and how it should interact with users.

promptOverrideConfiguration
Type: PromptOverrideConfiguration structure

Contains configurations to override prompts in different parts of an agent sequence. For more information, see Advanced prompts.

tags
Type: Associative array of custom strings keys (TagKey) to strings

Any tags that you want to attach to the agent.

Result Syntax

[
    'agent' => [
        'agentArn' => '<string>',
        'agentId' => '<string>',
        'agentName' => '<string>',
        'agentResourceRoleArn' => '<string>',
        'agentStatus' => 'CREATING|PREPARING|PREPARED|NOT_PREPARED|DELETING|FAILED|VERSIONING|UPDATING',
        'agentVersion' => '<string>',
        'clientToken' => '<string>',
        'createdAt' => <DateTime>,
        'customerEncryptionKeyArn' => '<string>',
        'description' => '<string>',
        'failureReasons' => ['<string>', ...],
        'foundationModel' => '<string>',
        'guardrailConfiguration' => [
            'guardrailIdentifier' => '<string>',
            'guardrailVersion' => '<string>',
        ],
        'idleSessionTTLInSeconds' => <integer>,
        'instruction' => '<string>',
        'preparedAt' => <DateTime>,
        'promptOverrideConfiguration' => [
            'overrideLambda' => '<string>',
            'promptConfigurations' => [
                [
                    'basePromptTemplate' => '<string>',
                    'inferenceConfiguration' => [
                        'maximumLength' => <integer>,
                        'stopSequences' => ['<string>', ...],
                        'temperature' => <float>,
                        'topK' => <integer>,
                        'topP' => <float>,
                    ],
                    'parserMode' => 'DEFAULT|OVERRIDDEN',
                    'promptCreationMode' => 'DEFAULT|OVERRIDDEN',
                    'promptState' => 'ENABLED|DISABLED',
                    'promptType' => 'PRE_PROCESSING|ORCHESTRATION|POST_PROCESSING|KNOWLEDGE_BASE_RESPONSE_GENERATION',
                ],
                // ...
            ],
        ],
        'recommendedActions' => ['<string>', ...],
        'updatedAt' => <DateTime>,
    ],
]

Result Details

Members
agent
Required: Yes
Type: Agent structure

Contains details about the agent created.

Errors

ThrottlingException:

The number of requests exceeds the limit. Resubmit your request later.

AccessDeniedException:

The request is denied because of missing access permissions.

ValidationException:

Input validation failed. Check your request parameters and retry the request.

InternalServerException:

An internal server error occurred. Retry your request.

ConflictException:

There was a conflict performing an operation.

ServiceQuotaExceededException:

The number of requests exceeds the service quota. Resubmit your request later.

CreateAgentActionGroup

$result = $client->createAgentActionGroup([/* ... */]);
$promise = $client->createAgentActionGroupAsync([/* ... */]);

Creates an action group for an agent. An action group represents the actions that an agent can carry out for the customer by defining the APIs that an agent can call and the logic for calling them.

To allow your agent to request the user for additional information when trying to complete a task, add an action group with the parentActionGroupSignature field set to AMAZON.UserInput. You must leave the description, apiSchema, and actionGroupExecutor fields blank for this action group. During orchestration, if your agent determines that it needs to invoke an API in an action group, but doesn't have enough information to complete the API request, it will invoke this action group instead and return an Observation reprompting the user for more information.

Parameter Syntax

$result = $client->createAgentActionGroup([
    'actionGroupExecutor' => [
        'customControl' => 'RETURN_CONTROL',
        'lambda' => '<string>',
    ],
    'actionGroupName' => '<string>', // REQUIRED
    'actionGroupState' => 'ENABLED|DISABLED',
    'agentId' => '<string>', // REQUIRED
    'agentVersion' => '<string>', // REQUIRED
    'apiSchema' => [
        'payload' => '<string>',
        's3' => [
            's3BucketName' => '<string>',
            's3ObjectKey' => '<string>',
        ],
    ],
    'clientToken' => '<string>',
    'description' => '<string>',
    'functionSchema' => [
        'functions' => [
            [
                'description' => '<string>',
                'name' => '<string>', // REQUIRED
                'parameters' => [
                    '<Name>' => [
                        'description' => '<string>',
                        'required' => true || false,
                        'type' => 'string|number|integer|boolean|array', // REQUIRED
                    ],
                    // ...
                ],
            ],
            // ...
        ],
    ],
    'parentActionGroupSignature' => 'AMAZON.UserInput',
]);

Parameter Details

Members
actionGroupExecutor
Type: ActionGroupExecutor structure

The Amazon Resource Name (ARN) of the Lambda function containing the business logic that is carried out upon invoking the action or the custom control method for handling the information elicited from the user.

actionGroupName
Required: Yes
Type: string

The name to give the action group.

actionGroupState
Type: string

Specifies whether the action group is available for the agent to invoke or not when sending an InvokeAgent request.

agentId
Required: Yes
Type: string

The unique identifier of the agent for which to create the action group.

agentVersion
Required: Yes
Type: string

The version of the agent for which to create the action group.

apiSchema
Type: APISchema structure

Contains either details about the S3 object containing the OpenAPI schema for the action group or the JSON or YAML-formatted payload defining the schema. For more information, see Action group OpenAPI schemas.

clientToken
Type: string

A unique, case-sensitive identifier to ensure that the API request completes no more than one time. If this token matches a previous request, Amazon Bedrock ignores the request, but does not return an error. For more information, see Ensuring idempotency.

description
Type: string

A description of the action group.

functionSchema
Type: FunctionSchema structure

Contains details about the function schema for the action group or the JSON or YAML-formatted payload defining the schema.

parentActionGroupSignature
Type: string

To allow your agent to request the user for additional information when trying to complete a task, set this field to AMAZON.UserInput. You must leave the description, apiSchema, and actionGroupExecutor fields blank for this action group.

During orchestration, if your agent determines that it needs to invoke an API in an action group, but doesn't have enough information to complete the API request, it will invoke this action group instead and return an Observation reprompting the user for more information.

Result Syntax

[
    'agentActionGroup' => [
        'actionGroupExecutor' => [
            'customControl' => 'RETURN_CONTROL',
            'lambda' => '<string>',
        ],
        'actionGroupId' => '<string>',
        'actionGroupName' => '<string>',
        'actionGroupState' => 'ENABLED|DISABLED',
        'agentId' => '<string>',
        'agentVersion' => '<string>',
        'apiSchema' => [
            'payload' => '<string>',
            's3' => [
                's3BucketName' => '<string>',
                's3ObjectKey' => '<string>',
            ],
        ],
        'clientToken' => '<string>',
        'createdAt' => <DateTime>,
        'description' => '<string>',
        'functionSchema' => [
            'functions' => [
                [
                    'description' => '<string>',
                    'name' => '<string>',
                    'parameters' => [
                        '<Name>' => [
                            'description' => '<string>',
                            'required' => true || false,
                            'type' => 'string|number|integer|boolean|array',
                        ],
                        // ...
                    ],
                ],
                // ...
            ],
        ],
        'parentActionSignature' => 'AMAZON.UserInput',
        'updatedAt' => <DateTime>,
    ],
]

Result Details

Members
agentActionGroup
Required: Yes
Type: AgentActionGroup structure

Contains details about the action group that was created.

Errors

ThrottlingException:

The number of requests exceeds the limit. Resubmit your request later.

AccessDeniedException:

The request is denied because of missing access permissions.

ValidationException:

Input validation failed. Check your request parameters and retry the request.

InternalServerException:

An internal server error occurred. Retry your request.

ResourceNotFoundException:

The specified resource Amazon Resource Name (ARN) was not found. Check the Amazon Resource Name (ARN) and try your request again.

ConflictException:

There was a conflict performing an operation.

ServiceQuotaExceededException:

The number of requests exceeds the service quota. Resubmit your request later.

CreateAgentAlias

$result = $client->createAgentAlias([/* ... */]);
$promise = $client->createAgentAliasAsync([/* ... */]);

Creates an alias of an agent that can be used to deploy the agent.

Parameter Syntax

$result = $client->createAgentAlias([
    'agentAliasName' => '<string>', // REQUIRED
    'agentId' => '<string>', // REQUIRED
    'clientToken' => '<string>',
    'description' => '<string>',
    'routingConfiguration' => [
        [
            'agentVersion' => '<string>',
            'provisionedThroughput' => '<string>',
        ],
        // ...
    ],
    'tags' => ['<string>', ...],
]);

Parameter Details

Members
agentAliasName
Required: Yes
Type: string

The name of the alias.

agentId
Required: Yes
Type: string

The unique identifier of the agent.

clientToken
Type: string

A unique, case-sensitive identifier to ensure that the API request completes no more than one time. If this token matches a previous request, Amazon Bedrock ignores the request, but does not return an error. For more information, see Ensuring idempotency.

description
Type: string

A description of the alias of the agent.

routingConfiguration
Type: Array of AgentAliasRoutingConfigurationListItem structures

Contains details about the routing configuration of the alias.

tags
Type: Associative array of custom strings keys (TagKey) to strings

Any tags that you want to attach to the alias of the agent.

Result Syntax

[
    'agentAlias' => [
        'agentAliasArn' => '<string>',
        'agentAliasHistoryEvents' => [
            [
                'endDate' => <DateTime>,
                'routingConfiguration' => [
                    [
                        'agentVersion' => '<string>',
                        'provisionedThroughput' => '<string>',
                    ],
                    // ...
                ],
                'startDate' => <DateTime>,
            ],
            // ...
        ],
        'agentAliasId' => '<string>',
        'agentAliasName' => '<string>',
        'agentAliasStatus' => 'CREATING|PREPARED|FAILED|UPDATING|DELETING',
        'agentId' => '<string>',
        'clientToken' => '<string>',
        'createdAt' => <DateTime>,
        'description' => '<string>',
        'failureReasons' => ['<string>', ...],
        'routingConfiguration' => [
            [
                'agentVersion' => '<string>',
                'provisionedThroughput' => '<string>',
            ],
            // ...
        ],
        'updatedAt' => <DateTime>,
    ],
]

Result Details

Members
agentAlias
Required: Yes
Type: AgentAlias structure

Contains details about the alias that was created.

Errors

ThrottlingException:

The number of requests exceeds the limit. Resubmit your request later.

AccessDeniedException:

The request is denied because of missing access permissions.

ValidationException:

Input validation failed. Check your request parameters and retry the request.

InternalServerException:

An internal server error occurred. Retry your request.

ResourceNotFoundException:

The specified resource Amazon Resource Name (ARN) was not found. Check the Amazon Resource Name (ARN) and try your request again.

ConflictException:

There was a conflict performing an operation.

ServiceQuotaExceededException:

The number of requests exceeds the service quota. Resubmit your request later.

CreateDataSource

$result = $client->createDataSource([/* ... */]);
$promise = $client->createDataSourceAsync([/* ... */]);

Sets up a data source to be added to a knowledge base.

You can't change the chunkingConfiguration after you create the data source.

Parameter Syntax

$result = $client->createDataSource([
    'clientToken' => '<string>',
    'dataDeletionPolicy' => 'RETAIN|DELETE',
    'dataSourceConfiguration' => [ // REQUIRED
        's3Configuration' => [
            'bucketArn' => '<string>', // REQUIRED
            'bucketOwnerAccountId' => '<string>',
            'inclusionPrefixes' => ['<string>', ...],
        ],
        'type' => 'S3', // REQUIRED
    ],
    'description' => '<string>',
    'knowledgeBaseId' => '<string>', // REQUIRED
    'name' => '<string>', // REQUIRED
    'serverSideEncryptionConfiguration' => [
        'kmsKeyArn' => '<string>',
    ],
    'vectorIngestionConfiguration' => [
        'chunkingConfiguration' => [
            'chunkingStrategy' => 'FIXED_SIZE|NONE', // REQUIRED
            'fixedSizeChunkingConfiguration' => [
                'maxTokens' => <integer>, // REQUIRED
                'overlapPercentage' => <integer>, // REQUIRED
            ],
        ],
    ],
]);

Parameter Details

Members
clientToken
Type: string

A unique, case-sensitive identifier to ensure that the API request completes no more than one time. If this token matches a previous request, Amazon Bedrock ignores the request, but does not return an error. For more information, see Ensuring idempotency.

dataDeletionPolicy
Type: string

The data deletion policy assigned to the data source.

dataSourceConfiguration
Required: Yes
Type: DataSourceConfiguration structure

Contains metadata about where the data source is stored.

description
Type: string

A description of the data source.

knowledgeBaseId
Required: Yes
Type: string

The unique identifier of the knowledge base to which to add the data source.

name
Required: Yes
Type: string

The name of the data source.

serverSideEncryptionConfiguration

Contains details about the server-side encryption for the data source.

vectorIngestionConfiguration

Contains details about how to ingest the documents in the data source.

Result Syntax

[
    'dataSource' => [
        'createdAt' => <DateTime>,
        'dataDeletionPolicy' => 'RETAIN|DELETE',
        'dataSourceConfiguration' => [
            's3Configuration' => [
                'bucketArn' => '<string>',
                'bucketOwnerAccountId' => '<string>',
                'inclusionPrefixes' => ['<string>', ...],
            ],
            'type' => 'S3',
        ],
        'dataSourceId' => '<string>',
        'description' => '<string>',
        'failureReasons' => ['<string>', ...],
        'knowledgeBaseId' => '<string>',
        'name' => '<string>',
        'serverSideEncryptionConfiguration' => [
            'kmsKeyArn' => '<string>',
        ],
        'status' => 'AVAILABLE|DELETING|DELETE_UNSUCCESSFUL',
        'updatedAt' => <DateTime>,
        'vectorIngestionConfiguration' => [
            'chunkingConfiguration' => [
                'chunkingStrategy' => 'FIXED_SIZE|NONE',
                'fixedSizeChunkingConfiguration' => [
                    'maxTokens' => <integer>,
                    'overlapPercentage' => <integer>,
                ],
            ],
        ],
    ],
]

Result Details

Members
dataSource
Required: Yes
Type: DataSource structure

Contains details about the data source.

Errors

ThrottlingException:

The number of requests exceeds the limit. Resubmit your request later.

AccessDeniedException:

The request is denied because of missing access permissions.

ValidationException:

Input validation failed. Check your request parameters and retry the request.

InternalServerException:

An internal server error occurred. Retry your request.

ResourceNotFoundException:

The specified resource Amazon Resource Name (ARN) was not found. Check the Amazon Resource Name (ARN) and try your request again.

ConflictException:

There was a conflict performing an operation.

ServiceQuotaExceededException:

The number of requests exceeds the service quota. Resubmit your request later.

CreateKnowledgeBase

$result = $client->createKnowledgeBase([/* ... */]);
$promise = $client->createKnowledgeBaseAsync([/* ... */]);

Creates a knowledge base that contains data sources from which information can be queried and used by LLMs. To create a knowledge base, you must first set up your data sources and configure a supported vector store. For more information, see Set up your data for ingestion.

If you prefer to let Amazon Bedrock create and manage a vector store for you in Amazon OpenSearch Service, use the console. For more information, see Create a knowledge base.

  • Provide the name and an optional description.

  • Provide the Amazon Resource Name (ARN) with permissions to create a knowledge base in the roleArn field.

  • Provide the embedding model to use in the embeddingModelArn field in the knowledgeBaseConfiguration object.

  • Provide the configuration for your vector store in the storageConfiguration object.

Parameter Syntax

$result = $client->createKnowledgeBase([
    'clientToken' => '<string>',
    'description' => '<string>',
    'knowledgeBaseConfiguration' => [ // REQUIRED
        'type' => 'VECTOR', // REQUIRED
        'vectorKnowledgeBaseConfiguration' => [
            'embeddingModelArn' => '<string>', // REQUIRED
            'embeddingModelConfiguration' => [
                'bedrockEmbeddingModelConfiguration' => [
                    'dimensions' => <integer>,
                ],
            ],
        ],
    ],
    'name' => '<string>', // REQUIRED
    'roleArn' => '<string>', // REQUIRED
    'storageConfiguration' => [ // REQUIRED
        'mongoDbAtlasConfiguration' => [
            'collectionName' => '<string>', // REQUIRED
            'credentialsSecretArn' => '<string>', // REQUIRED
            'databaseName' => '<string>', // REQUIRED
            'endpoint' => '<string>', // REQUIRED
            'endpointServiceName' => '<string>',
            'fieldMapping' => [ // REQUIRED
                'metadataField' => '<string>', // REQUIRED
                'textField' => '<string>', // REQUIRED
                'vectorField' => '<string>', // REQUIRED
            ],
            'vectorIndexName' => '<string>', // REQUIRED
        ],
        'opensearchServerlessConfiguration' => [
            'collectionArn' => '<string>', // REQUIRED
            'fieldMapping' => [ // REQUIRED
                'metadataField' => '<string>', // REQUIRED
                'textField' => '<string>', // REQUIRED
                'vectorField' => '<string>', // REQUIRED
            ],
            'vectorIndexName' => '<string>', // REQUIRED
        ],
        'pineconeConfiguration' => [
            'connectionString' => '<string>', // REQUIRED
            'credentialsSecretArn' => '<string>', // REQUIRED
            'fieldMapping' => [ // REQUIRED
                'metadataField' => '<string>', // REQUIRED
                'textField' => '<string>', // REQUIRED
            ],
            'namespace' => '<string>',
        ],
        'rdsConfiguration' => [
            'credentialsSecretArn' => '<string>', // REQUIRED
            'databaseName' => '<string>', // REQUIRED
            'fieldMapping' => [ // REQUIRED
                'metadataField' => '<string>', // REQUIRED
                'primaryKeyField' => '<string>', // REQUIRED
                'textField' => '<string>', // REQUIRED
                'vectorField' => '<string>', // REQUIRED
            ],
            'resourceArn' => '<string>', // REQUIRED
            'tableName' => '<string>', // REQUIRED
        ],
        'redisEnterpriseCloudConfiguration' => [
            'credentialsSecretArn' => '<string>', // REQUIRED
            'endpoint' => '<string>', // REQUIRED
            'fieldMapping' => [ // REQUIRED
                'metadataField' => '<string>', // REQUIRED
                'textField' => '<string>', // REQUIRED
                'vectorField' => '<string>', // REQUIRED
            ],
            'vectorIndexName' => '<string>', // REQUIRED
        ],
        'type' => 'OPENSEARCH_SERVERLESS|PINECONE|REDIS_ENTERPRISE_CLOUD|RDS|MONGO_DB_ATLAS', // REQUIRED
    ],
    'tags' => ['<string>', ...],
]);

Parameter Details

Members
clientToken
Type: string

A unique, case-sensitive identifier to ensure that the API request completes no more than one time. If this token matches a previous request, Amazon Bedrock ignores the request, but does not return an error. For more information, see Ensuring idempotency.

description
Type: string

A description of the knowledge base.

knowledgeBaseConfiguration
Required: Yes
Type: KnowledgeBaseConfiguration structure

Contains details about the embeddings model used for the knowledge base.

name
Required: Yes
Type: string

A name for the knowledge base.

roleArn
Required: Yes
Type: string

The Amazon Resource Name (ARN) of the IAM role with permissions to invoke API operations on the knowledge base.

storageConfiguration
Required: Yes
Type: StorageConfiguration structure

Contains details about the configuration of the vector database used for the knowledge base.

tags
Type: Associative array of custom strings keys (TagKey) to strings

Specify the key-value pairs for the tags that you want to attach to your knowledge base in this object.

Result Syntax

[
    'knowledgeBase' => [
        'createdAt' => <DateTime>,
        'description' => '<string>',
        'failureReasons' => ['<string>', ...],
        'knowledgeBaseArn' => '<string>',
        'knowledgeBaseConfiguration' => [
            'type' => 'VECTOR',
            'vectorKnowledgeBaseConfiguration' => [
                'embeddingModelArn' => '<string>',
                'embeddingModelConfiguration' => [
                    'bedrockEmbeddingModelConfiguration' => [
                        'dimensions' => <integer>,
                    ],
                ],
            ],
        ],
        'knowledgeBaseId' => '<string>',
        'name' => '<string>',
        'roleArn' => '<string>',
        'status' => 'CREATING|ACTIVE|DELETING|UPDATING|FAILED|DELETE_UNSUCCESSFUL',
        'storageConfiguration' => [
            'mongoDbAtlasConfiguration' => [
                'collectionName' => '<string>',
                'credentialsSecretArn' => '<string>',
                'databaseName' => '<string>',
                'endpoint' => '<string>',
                'endpointServiceName' => '<string>',
                'fieldMapping' => [
                    'metadataField' => '<string>',
                    'textField' => '<string>',
                    'vectorField' => '<string>',
                ],
                'vectorIndexName' => '<string>',
            ],
            'opensearchServerlessConfiguration' => [
                'collectionArn' => '<string>',
                'fieldMapping' => [
                    'metadataField' => '<string>',
                    'textField' => '<string>',
                    'vectorField' => '<string>',
                ],
                'vectorIndexName' => '<string>',
            ],
            'pineconeConfiguration' => [
                'connectionString' => '<string>',
                'credentialsSecretArn' => '<string>',
                'fieldMapping' => [
                    'metadataField' => '<string>',
                    'textField' => '<string>',
                ],
                'namespace' => '<string>',
            ],
            'rdsConfiguration' => [
                'credentialsSecretArn' => '<string>',
                'databaseName' => '<string>',
                'fieldMapping' => [
                    'metadataField' => '<string>',
                    'primaryKeyField' => '<string>',
                    'textField' => '<string>',
                    'vectorField' => '<string>',
                ],
                'resourceArn' => '<string>',
                'tableName' => '<string>',
            ],
            'redisEnterpriseCloudConfiguration' => [
                'credentialsSecretArn' => '<string>',
                'endpoint' => '<string>',
                'fieldMapping' => [
                    'metadataField' => '<string>',
                    'textField' => '<string>',
                    'vectorField' => '<string>',
                ],
                'vectorIndexName' => '<string>',
            ],
            'type' => 'OPENSEARCH_SERVERLESS|PINECONE|REDIS_ENTERPRISE_CLOUD|RDS|MONGO_DB_ATLAS',
        ],
        'updatedAt' => <DateTime>,
    ],
]

Result Details

Members
knowledgeBase
Required: Yes
Type: KnowledgeBase structure

Contains details about the knowledge base.

Errors

ThrottlingException:

The number of requests exceeds the limit. Resubmit your request later.

AccessDeniedException:

The request is denied because of missing access permissions.

ValidationException:

Input validation failed. Check your request parameters and retry the request.

InternalServerException:

An internal server error occurred. Retry your request.

ConflictException:

There was a conflict performing an operation.

ServiceQuotaExceededException:

The number of requests exceeds the service quota. Resubmit your request later.

DeleteAgent

$result = $client->deleteAgent([/* ... */]);
$promise = $client->deleteAgentAsync([/* ... */]);

Deletes an agent.

Parameter Syntax

$result = $client->deleteAgent([
    'agentId' => '<string>', // REQUIRED
    'skipResourceInUseCheck' => true || false,
]);

Parameter Details

Members
agentId
Required: Yes
Type: string

The unique identifier of the agent to delete.

skipResourceInUseCheck
Type: boolean

By default, this value is false and deletion is stopped if the resource is in use. If you set it to true, the resource will be deleted even if the resource is in use.

Result Syntax

[
    'agentId' => '<string>',
    'agentStatus' => 'CREATING|PREPARING|PREPARED|NOT_PREPARED|DELETING|FAILED|VERSIONING|UPDATING',
]

Result Details

Members
agentId
Required: Yes
Type: string

The unique identifier of the agent that was deleted.

agentStatus
Required: Yes
Type: string

The status of the agent.

Errors

ThrottlingException:

The number of requests exceeds the limit. Resubmit your request later.

AccessDeniedException:

The request is denied because of missing access permissions.

ValidationException:

Input validation failed. Check your request parameters and retry the request.

InternalServerException:

An internal server error occurred. Retry your request.

ResourceNotFoundException:

The specified resource Amazon Resource Name (ARN) was not found. Check the Amazon Resource Name (ARN) and try your request again.

ConflictException:

There was a conflict performing an operation.

DeleteAgentActionGroup

$result = $client->deleteAgentActionGroup([/* ... */]);
$promise = $client->deleteAgentActionGroupAsync([/* ... */]);

Deletes an action group in an agent.

Parameter Syntax

$result = $client->deleteAgentActionGroup([
    'actionGroupId' => '<string>', // REQUIRED
    'agentId' => '<string>', // REQUIRED
    'agentVersion' => '<string>', // REQUIRED
    'skipResourceInUseCheck' => true || false,
]);

Parameter Details

Members
actionGroupId
Required: Yes
Type: string

The unique identifier of the action group to delete.

agentId
Required: Yes
Type: string

The unique identifier of the agent that the action group belongs to.

agentVersion
Required: Yes
Type: string

The version of the agent that the action group belongs to.

skipResourceInUseCheck
Type: boolean

By default, this value is false and deletion is stopped if the resource is in use. If you set it to true, the resource will be deleted even if the resource is in use.

Result Syntax

[]

Result Details

The results for this operation are always empty.

Errors

ThrottlingException:

The number of requests exceeds the limit. Resubmit your request later.

AccessDeniedException:

The request is denied because of missing access permissions.

ValidationException:

Input validation failed. Check your request parameters and retry the request.

InternalServerException:

An internal server error occurred. Retry your request.

ResourceNotFoundException:

The specified resource Amazon Resource Name (ARN) was not found. Check the Amazon Resource Name (ARN) and try your request again.

ConflictException:

There was a conflict performing an operation.

DeleteAgentAlias

$result = $client->deleteAgentAlias([/* ... */]);
$promise = $client->deleteAgentAliasAsync([/* ... */]);

Deletes an alias of an agent.

Parameter Syntax

$result = $client->deleteAgentAlias([
    'agentAliasId' => '<string>', // REQUIRED
    'agentId' => '<string>', // REQUIRED
]);

Parameter Details

Members
agentAliasId
Required: Yes
Type: string

The unique identifier of the alias to delete.

agentId
Required: Yes
Type: string

The unique identifier of the agent that the alias belongs to.

Result Syntax

[
    'agentAliasId' => '<string>',
    'agentAliasStatus' => 'CREATING|PREPARED|FAILED|UPDATING|DELETING',
    'agentId' => '<string>',
]

Result Details

Members
agentAliasId
Required: Yes
Type: string

The unique identifier of the alias that was deleted.

agentAliasStatus
Required: Yes
Type: string

The status of the alias.

agentId
Required: Yes
Type: string

The unique identifier of the agent that the alias belongs to.

Errors

ThrottlingException:

The number of requests exceeds the limit. Resubmit your request later.

AccessDeniedException:

The request is denied because of missing access permissions.

ValidationException:

Input validation failed. Check your request parameters and retry the request.

InternalServerException:

An internal server error occurred. Retry your request.

ResourceNotFoundException:

The specified resource Amazon Resource Name (ARN) was not found. Check the Amazon Resource Name (ARN) and try your request again.

DeleteAgentVersion

$result = $client->deleteAgentVersion([/* ... */]);
$promise = $client->deleteAgentVersionAsync([/* ... */]);

Deletes a version of an agent.

Parameter Syntax

$result = $client->deleteAgentVersion([
    'agentId' => '<string>', // REQUIRED
    'agentVersion' => '<string>', // REQUIRED
    'skipResourceInUseCheck' => true || false,
]);

Parameter Details

Members
agentId
Required: Yes
Type: string

The unique identifier of the agent that the version belongs to.

agentVersion
Required: Yes
Type: string

The version of the agent to delete.

skipResourceInUseCheck
Type: boolean

By default, this value is false and deletion is stopped if the resource is in use. If you set it to true, the resource will be deleted even if the resource is in use.

Result Syntax

[
    'agentId' => '<string>',
    'agentStatus' => 'CREATING|PREPARING|PREPARED|NOT_PREPARED|DELETING|FAILED|VERSIONING|UPDATING',
    'agentVersion' => '<string>',
]

Result Details

Members
agentId
Required: Yes
Type: string

The unique identifier of the agent that the version belongs to.

agentStatus
Required: Yes
Type: string

The status of the agent version.

agentVersion
Required: Yes
Type: string

The version that was deleted.

Errors

ThrottlingException:

The number of requests exceeds the limit. Resubmit your request later.

AccessDeniedException:

The request is denied because of missing access permissions.

ValidationException:

Input validation failed. Check your request parameters and retry the request.

InternalServerException:

An internal server error occurred. Retry your request.

ResourceNotFoundException:

The specified resource Amazon Resource Name (ARN) was not found. Check the Amazon Resource Name (ARN) and try your request again.

ConflictException:

There was a conflict performing an operation.

DeleteDataSource

$result = $client->deleteDataSource([/* ... */]);
$promise = $client->deleteDataSourceAsync([/* ... */]);

Deletes a data source from a knowledge base.

Parameter Syntax

$result = $client->deleteDataSource([
    'dataSourceId' => '<string>', // REQUIRED
    'knowledgeBaseId' => '<string>', // REQUIRED
]);

Parameter Details

Members
dataSourceId
Required: Yes
Type: string

The unique identifier of the data source to delete.

knowledgeBaseId
Required: Yes
Type: string

The unique identifier of the knowledge base from which to delete the data source.

Result Syntax

[
    'dataSourceId' => '<string>',
    'knowledgeBaseId' => '<string>',
    'status' => 'AVAILABLE|DELETING|DELETE_UNSUCCESSFUL',
]

Result Details

Members
dataSourceId
Required: Yes
Type: string

The unique identifier of the data source that was deleted.

knowledgeBaseId
Required: Yes
Type: string

The unique identifier of the knowledge base to which the data source that was deleted belonged.

status
Required: Yes
Type: string

The status of the data source.

Errors

ThrottlingException:

The number of requests exceeds the limit. Resubmit your request later.

AccessDeniedException:

The request is denied because of missing access permissions.

ValidationException:

Input validation failed. Check your request parameters and retry the request.

InternalServerException:

An internal server error occurred. Retry your request.

ResourceNotFoundException:

The specified resource Amazon Resource Name (ARN) was not found. Check the Amazon Resource Name (ARN) and try your request again.

ConflictException:

There was a conflict performing an operation.

DeleteKnowledgeBase

$result = $client->deleteKnowledgeBase([/* ... */]);
$promise = $client->deleteKnowledgeBaseAsync([/* ... */]);

Deletes a knowledge base. Before deleting a knowledge base, you should disassociate the knowledge base from any agents that it is associated with by making a DisassociateAgentKnowledgeBase request.

Parameter Syntax

$result = $client->deleteKnowledgeBase([
    'knowledgeBaseId' => '<string>', // REQUIRED
]);

Parameter Details

Members
knowledgeBaseId
Required: Yes
Type: string

The unique identifier of the knowledge base to delete.

Result Syntax

[
    'knowledgeBaseId' => '<string>',
    'status' => 'CREATING|ACTIVE|DELETING|UPDATING|FAILED|DELETE_UNSUCCESSFUL',
]

Result Details

Members
knowledgeBaseId
Required: Yes
Type: string

The unique identifier of the knowledge base that was deleted.

status
Required: Yes
Type: string

The status of the knowledge base and whether it has been successfully deleted.

Errors

ThrottlingException:

The number of requests exceeds the limit. Resubmit your request later.

AccessDeniedException:

The request is denied because of missing access permissions.

ValidationException:

Input validation failed. Check your request parameters and retry the request.

InternalServerException:

An internal server error occurred. Retry your request.

ResourceNotFoundException:

The specified resource Amazon Resource Name (ARN) was not found. Check the Amazon Resource Name (ARN) and try your request again.

ConflictException:

There was a conflict performing an operation.

DisassociateAgentKnowledgeBase

$result = $client->disassociateAgentKnowledgeBase([/* ... */]);
$promise = $client->disassociateAgentKnowledgeBaseAsync([/* ... */]);

Disassociates a knowledge base from an agent.

Parameter Syntax

$result = $client->disassociateAgentKnowledgeBase([
    'agentId' => '<string>', // REQUIRED
    'agentVersion' => '<string>', // REQUIRED
    'knowledgeBaseId' => '<string>', // REQUIRED
]);

Parameter Details

Members
agentId
Required: Yes
Type: string

The unique identifier of the agent from which to disassociate the knowledge base.

agentVersion
Required: Yes
Type: string

The version of the agent from which to disassociate the knowledge base.

knowledgeBaseId
Required: Yes
Type: string

The unique identifier of the knowledge base to disassociate.

Result Syntax

[]

Result Details

The results for this operation are always empty.

Errors

ThrottlingException:

The number of requests exceeds the limit. Resubmit your request later.

AccessDeniedException:

The request is denied because of missing access permissions.

ValidationException:

Input validation failed. Check your request parameters and retry the request.

InternalServerException:

An internal server error occurred. Retry your request.

ResourceNotFoundException:

The specified resource Amazon Resource Name (ARN) was not found. Check the Amazon Resource Name (ARN) and try your request again.

ConflictException:

There was a conflict performing an operation.

GetAgent

$result = $client->getAgent([/* ... */]);
$promise = $client->getAgentAsync([/* ... */]);

Gets information about an agent.

Parameter Syntax

$result = $client->getAgent([
    'agentId' => '<string>', // REQUIRED
]);

Parameter Details

Members
agentId
Required: Yes
Type: string

The unique identifier of the agent.

Result Syntax

[
    'agent' => [
        'agentArn' => '<string>',
        'agentId' => '<string>',
        'agentName' => '<string>',
        'agentResourceRoleArn' => '<string>',
        'agentStatus' => 'CREATING|PREPARING|PREPARED|NOT_PREPARED|DELETING|FAILED|VERSIONING|UPDATING',
        'agentVersion' => '<string>',
        'clientToken' => '<string>',
        'createdAt' => <DateTime>,
        'customerEncryptionKeyArn' => '<string>',
        'description' => '<string>',
        'failureReasons' => ['<string>', ...],
        'foundationModel' => '<string>',
        'guardrailConfiguration' => [
            'guardrailIdentifier' => '<string>',
            'guardrailVersion' => '<string>',
        ],
        'idleSessionTTLInSeconds' => <integer>,
        'instruction' => '<string>',
        'preparedAt' => <DateTime>,
        'promptOverrideConfiguration' => [
            'overrideLambda' => '<string>',
            'promptConfigurations' => [
                [
                    'basePromptTemplate' => '<string>',
                    'inferenceConfiguration' => [
                        'maximumLength' => <integer>,
                        'stopSequences' => ['<string>', ...],
                        'temperature' => <float>,
                        'topK' => <integer>,
                        'topP' => <float>,
                    ],
                    'parserMode' => 'DEFAULT|OVERRIDDEN',
                    'promptCreationMode' => 'DEFAULT|OVERRIDDEN',
                    'promptState' => 'ENABLED|DISABLED',
                    'promptType' => 'PRE_PROCESSING|ORCHESTRATION|POST_PROCESSING|KNOWLEDGE_BASE_RESPONSE_GENERATION',
                ],
                // ...
            ],
        ],
        'recommendedActions' => ['<string>', ...],
        'updatedAt' => <DateTime>,
    ],
]

Result Details

Members
agent
Required: Yes
Type: Agent structure

Contains details about the agent.

Errors

ThrottlingException:

The number of requests exceeds the limit. Resubmit your request later.

AccessDeniedException:

The request is denied because of missing access permissions.

ValidationException:

Input validation failed. Check your request parameters and retry the request.

InternalServerException:

An internal server error occurred. Retry your request.

ResourceNotFoundException:

The specified resource Amazon Resource Name (ARN) was not found. Check the Amazon Resource Name (ARN) and try your request again.

GetAgentActionGroup

$result = $client->getAgentActionGroup([/* ... */]);
$promise = $client->getAgentActionGroupAsync([/* ... */]);

Gets information about an action group for an agent.

Parameter Syntax

$result = $client->getAgentActionGroup([
    'actionGroupId' => '<string>', // REQUIRED
    'agentId' => '<string>', // REQUIRED
    'agentVersion' => '<string>', // REQUIRED
]);

Parameter Details

Members
actionGroupId
Required: Yes
Type: string

The unique identifier of the action group for which to get information.

agentId
Required: Yes
Type: string

The unique identifier of the agent that the action group belongs to.

agentVersion
Required: Yes
Type: string

The version of the agent that the action group belongs to.

Result Syntax

[
    'agentActionGroup' => [
        'actionGroupExecutor' => [
            'customControl' => 'RETURN_CONTROL',
            'lambda' => '<string>',
        ],
        'actionGroupId' => '<string>',
        'actionGroupName' => '<string>',
        'actionGroupState' => 'ENABLED|DISABLED',
        'agentId' => '<string>',
        'agentVersion' => '<string>',
        'apiSchema' => [
            'payload' => '<string>',
            's3' => [
                's3BucketName' => '<string>',
                's3ObjectKey' => '<string>',
            ],
        ],
        'clientToken' => '<string>',
        'createdAt' => <DateTime>,
        'description' => '<string>',
        'functionSchema' => [
            'functions' => [
                [
                    'description' => '<string>',
                    'name' => '<string>',
                    'parameters' => [
                        '<Name>' => [
                            'description' => '<string>',
                            'required' => true || false,
                            'type' => 'string|number|integer|boolean|array',
                        ],
                        // ...
                    ],
                ],
                // ...
            ],
        ],
        'parentActionSignature' => 'AMAZON.UserInput',
        'updatedAt' => <DateTime>,
    ],
]

Result Details

Members
agentActionGroup
Required: Yes
Type: AgentActionGroup structure

Contains details about the action group.

Errors

ThrottlingException:

The number of requests exceeds the limit. Resubmit your request later.

AccessDeniedException:

The request is denied because of missing access permissions.

ValidationException:

Input validation failed. Check your request parameters and retry the request.

InternalServerException:

An internal server error occurred. Retry your request.

ResourceNotFoundException:

The specified resource Amazon Resource Name (ARN) was not found. Check the Amazon Resource Name (ARN) and try your request again.

GetAgentAlias

$result = $client->getAgentAlias([/* ... */]);
$promise = $client->getAgentAliasAsync([/* ... */]);

Gets information about an alias of an agent.

Parameter Syntax

$result = $client->getAgentAlias([
    'agentAliasId' => '<string>', // REQUIRED
    'agentId' => '<string>', // REQUIRED
]);

Parameter Details

Members
agentAliasId
Required: Yes
Type: string

The unique identifier of the alias for which to get information.

agentId
Required: Yes
Type: string

The unique identifier of the agent to which the alias to get information belongs.

Result Syntax

[
    'agentAlias' => [
        'agentAliasArn' => '<string>',
        'agentAliasHistoryEvents' => [
            [
                'endDate' => <DateTime>,
                'routingConfiguration' => [
                    [
                        'agentVersion' => '<string>',
                        'provisionedThroughput' => '<string>',
                    ],
                    // ...
                ],
                'startDate' => <DateTime>,
            ],
            // ...
        ],
        'agentAliasId' => '<string>',
        'agentAliasName' => '<string>',
        'agentAliasStatus' => 'CREATING|PREPARED|FAILED|UPDATING|DELETING',
        'agentId' => '<string>',
        'clientToken' => '<string>',
        'createdAt' => <DateTime>,
        'description' => '<string>',
        'failureReasons' => ['<string>', ...],
        'routingConfiguration' => [
            [
                'agentVersion' => '<string>',
                'provisionedThroughput' => '<string>',
            ],
            // ...
        ],
        'updatedAt' => <DateTime>,
    ],
]

Result Details

Members
agentAlias
Required: Yes
Type: AgentAlias structure

Contains information about the alias.

Errors

ThrottlingException:

The number of requests exceeds the limit. Resubmit your request later.

AccessDeniedException:

The request is denied because of missing access permissions.

ValidationException:

Input validation failed. Check your request parameters and retry the request.

InternalServerException:

An internal server error occurred. Retry your request.

ResourceNotFoundException:

The specified resource Amazon Resource Name (ARN) was not found. Check the Amazon Resource Name (ARN) and try your request again.

GetAgentKnowledgeBase

$result = $client->getAgentKnowledgeBase([/* ... */]);
$promise = $client->getAgentKnowledgeBaseAsync([/* ... */]);

Gets information about a knowledge base associated with an agent.

Parameter Syntax

$result = $client->getAgentKnowledgeBase([
    'agentId' => '<string>', // REQUIRED
    'agentVersion' => '<string>', // REQUIRED
    'knowledgeBaseId' => '<string>', // REQUIRED
]);

Parameter Details

Members
agentId
Required: Yes
Type: string

The unique identifier of the agent with which the knowledge base is associated.

agentVersion
Required: Yes
Type: string

The version of the agent with which the knowledge base is associated.

knowledgeBaseId
Required: Yes
Type: string

The unique identifier of the knowledge base associated with the agent.

Result Syntax

[
    'agentKnowledgeBase' => [
        'agentId' => '<string>',
        'agentVersion' => '<string>',
        'createdAt' => <DateTime>,
        'description' => '<string>',
        'knowledgeBaseId' => '<string>',
        'knowledgeBaseState' => 'ENABLED|DISABLED',
        'updatedAt' => <DateTime>,
    ],
]

Result Details

Members
agentKnowledgeBase
Required: Yes
Type: AgentKnowledgeBase structure

Contains details about a knowledge base attached to an agent.

Errors

ThrottlingException:

The number of requests exceeds the limit. Resubmit your request later.

AccessDeniedException:

The request is denied because of missing access permissions.

ValidationException:

Input validation failed. Check your request parameters and retry the request.

InternalServerException:

An internal server error occurred. Retry your request.

ResourceNotFoundException:

The specified resource Amazon Resource Name (ARN) was not found. Check the Amazon Resource Name (ARN) and try your request again.

GetAgentVersion

$result = $client->getAgentVersion([/* ... */]);
$promise = $client->getAgentVersionAsync([/* ... */]);

Gets details about a version of an agent.

Parameter Syntax

$result = $client->getAgentVersion([
    'agentId' => '<string>', // REQUIRED
    'agentVersion' => '<string>', // REQUIRED
]);

Parameter Details

Members
agentId
Required: Yes
Type: string

The unique identifier of the agent.

agentVersion
Required: Yes
Type: string

The version of the agent.

Result Syntax

[
    'agentVersion' => [
        'agentArn' => '<string>',
        'agentId' => '<string>',
        'agentName' => '<string>',
        'agentResourceRoleArn' => '<string>',
        'agentStatus' => 'CREATING|PREPARING|PREPARED|NOT_PREPARED|DELETING|FAILED|VERSIONING|UPDATING',
        'createdAt' => <DateTime>,
        'customerEncryptionKeyArn' => '<string>',
        'description' => '<string>',
        'failureReasons' => ['<string>', ...],
        'foundationModel' => '<string>',
        'guardrailConfiguration' => [
            'guardrailIdentifier' => '<string>',
            'guardrailVersion' => '<string>',
        ],
        'idleSessionTTLInSeconds' => <integer>,
        'instruction' => '<string>',
        'promptOverrideConfiguration' => [
            'overrideLambda' => '<string>',
            'promptConfigurations' => [
                [
                    'basePromptTemplate' => '<string>',
                    'inferenceConfiguration' => [
                        'maximumLength' => <integer>,
                        'stopSequences' => ['<string>', ...],
                        'temperature' => <float>,
                        'topK' => <integer>,
                        'topP' => <float>,
                    ],
                    'parserMode' => 'DEFAULT|OVERRIDDEN',
                    'promptCreationMode' => 'DEFAULT|OVERRIDDEN',
                    'promptState' => 'ENABLED|DISABLED',
                    'promptType' => 'PRE_PROCESSING|ORCHESTRATION|POST_PROCESSING|KNOWLEDGE_BASE_RESPONSE_GENERATION',
                ],
                // ...
            ],
        ],
        'recommendedActions' => ['<string>', ...],
        'updatedAt' => <DateTime>,
        'version' => '<string>',
    ],
]

Result Details

Members
agentVersion
Required: Yes
Type: AgentVersion structure

Contains details about the version of the agent.

Errors

ThrottlingException:

The number of requests exceeds the limit. Resubmit your request later.

AccessDeniedException:

The request is denied because of missing access permissions.

ValidationException:

Input validation failed. Check your request parameters and retry the request.

InternalServerException:

An internal server error occurred. Retry your request.

ResourceNotFoundException:

The specified resource Amazon Resource Name (ARN) was not found. Check the Amazon Resource Name (ARN) and try your request again.

GetDataSource

$result = $client->getDataSource([/* ... */]);
$promise = $client->getDataSourceAsync([/* ... */]);

Gets information about a data source.

Parameter Syntax

$result = $client->getDataSource([
    'dataSourceId' => '<string>', // REQUIRED
    'knowledgeBaseId' => '<string>', // REQUIRED
]);

Parameter Details

Members
dataSourceId
Required: Yes
Type: string

The unique identifier of the data source.

knowledgeBaseId
Required: Yes
Type: string

The unique identifier of the knowledge base that the data source was added to.

Result Syntax

[
    'dataSource' => [
        'createdAt' => <DateTime>,
        'dataDeletionPolicy' => 'RETAIN|DELETE',
        'dataSourceConfiguration' => [
            's3Configuration' => [
                'bucketArn' => '<string>',
                'bucketOwnerAccountId' => '<string>',
                'inclusionPrefixes' => ['<string>', ...],
            ],
            'type' => 'S3',
        ],
        'dataSourceId' => '<string>',
        'description' => '<string>',
        'failureReasons' => ['<string>', ...],
        'knowledgeBaseId' => '<string>',
        'name' => '<string>',
        'serverSideEncryptionConfiguration' => [
            'kmsKeyArn' => '<string>',
        ],
        'status' => 'AVAILABLE|DELETING|DELETE_UNSUCCESSFUL',
        'updatedAt' => <DateTime>,
        'vectorIngestionConfiguration' => [
            'chunkingConfiguration' => [
                'chunkingStrategy' => 'FIXED_SIZE|NONE',
                'fixedSizeChunkingConfiguration' => [
                    'maxTokens' => <integer>,
                    'overlapPercentage' => <integer>,
                ],
            ],
        ],
    ],
]

Result Details

Members
dataSource
Required: Yes
Type: DataSource structure

Contains details about the data source.

Errors

ThrottlingException:

The number of requests exceeds the limit. Resubmit your request later.

AccessDeniedException:

The request is denied because of missing access permissions.

ValidationException:

Input validation failed. Check your request parameters and retry the request.

InternalServerException:

An internal server error occurred. Retry your request.

ResourceNotFoundException:

The specified resource Amazon Resource Name (ARN) was not found. Check the Amazon Resource Name (ARN) and try your request again.

GetIngestionJob

$result = $client->getIngestionJob([/* ... */]);
$promise = $client->getIngestionJobAsync([/* ... */]);

Gets information about a ingestion job, in which a data source is added to a knowledge base.

Parameter Syntax

$result = $client->getIngestionJob([
    'dataSourceId' => '<string>', // REQUIRED
    'ingestionJobId' => '<string>', // REQUIRED
    'knowledgeBaseId' => '<string>', // REQUIRED
]);

Parameter Details

Members
dataSourceId
Required: Yes
Type: string

The unique identifier of the data source in the ingestion job.

ingestionJobId
Required: Yes
Type: string

The unique identifier of the ingestion job.

knowledgeBaseId
Required: Yes
Type: string

The unique identifier of the knowledge base for which the ingestion job applies.

Result Syntax

[
    'ingestionJob' => [
        'dataSourceId' => '<string>',
        'description' => '<string>',
        'failureReasons' => ['<string>', ...],
        'ingestionJobId' => '<string>',
        'knowledgeBaseId' => '<string>',
        'startedAt' => <DateTime>,
        'statistics' => [
            'numberOfDocumentsDeleted' => <integer>,
            'numberOfDocumentsFailed' => <integer>,
            'numberOfDocumentsScanned' => <integer>,
            'numberOfMetadataDocumentsModified' => <integer>,
            'numberOfMetadataDocumentsScanned' => <integer>,
            'numberOfModifiedDocumentsIndexed' => <integer>,
            'numberOfNewDocumentsIndexed' => <integer>,
        ],
        'status' => 'STARTING|IN_PROGRESS|COMPLETE|FAILED',
        'updatedAt' => <DateTime>,
    ],
]

Result Details

Members
ingestionJob
Required: Yes
Type: IngestionJob structure

Contains details about the ingestion job.

Errors

ThrottlingException:

The number of requests exceeds the limit. Resubmit your request later.

AccessDeniedException:

The request is denied because of missing access permissions.

ValidationException:

Input validation failed. Check your request parameters and retry the request.

InternalServerException:

An internal server error occurred. Retry your request.

ResourceNotFoundException:

The specified resource Amazon Resource Name (ARN) was not found. Check the Amazon Resource Name (ARN) and try your request again.

GetKnowledgeBase

$result = $client->getKnowledgeBase([/* ... */]);
$promise = $client->getKnowledgeBaseAsync([/* ... */]);

Gets information about a knoweldge base.

Parameter Syntax

$result = $client->getKnowledgeBase([
    'knowledgeBaseId' => '<string>', // REQUIRED
]);

Parameter Details

Members
knowledgeBaseId
Required: Yes
Type: string

The unique identifier of the knowledge base for which to get information.

Result Syntax

[
    'knowledgeBase' => [
        'createdAt' => <DateTime>,
        'description' => '<string>',
        'failureReasons' => ['<string>', ...],
        'knowledgeBaseArn' => '<string>',
        'knowledgeBaseConfiguration' => [
            'type' => 'VECTOR',
            'vectorKnowledgeBaseConfiguration' => [
                'embeddingModelArn' => '<string>',
                'embeddingModelConfiguration' => [
                    'bedrockEmbeddingModelConfiguration' => [
                        'dimensions' => <integer>,
                    ],
                ],
            ],
        ],
        'knowledgeBaseId' => '<string>',
        'name' => '<string>',
        'roleArn' => '<string>',
        'status' => 'CREATING|ACTIVE|DELETING|UPDATING|FAILED|DELETE_UNSUCCESSFUL',
        'storageConfiguration' => [
            'mongoDbAtlasConfiguration' => [
                'collectionName' => '<string>',
                'credentialsSecretArn' => '<string>',
                'databaseName' => '<string>',
                'endpoint' => '<string>',
                'endpointServiceName' => '<string>',
                'fieldMapping' => [
                    'metadataField' => '<string>',
                    'textField' => '<string>',
                    'vectorField' => '<string>',
                ],
                'vectorIndexName' => '<string>',
            ],
            'opensearchServerlessConfiguration' => [
                'collectionArn' => '<string>',
                'fieldMapping' => [
                    'metadataField' => '<string>',
                    'textField' => '<string>',
                    'vectorField' => '<string>',
                ],
                'vectorIndexName' => '<string>',
            ],
            'pineconeConfiguration' => [
                'connectionString' => '<string>',
                'credentialsSecretArn' => '<string>',
                'fieldMapping' => [
                    'metadataField' => '<string>',
                    'textField' => '<string>',
                ],
                'namespace' => '<string>',
            ],
            'rdsConfiguration' => [
                'credentialsSecretArn' => '<string>',
                'databaseName' => '<string>',
                'fieldMapping' => [
                    'metadataField' => '<string>',
                    'primaryKeyField' => '<string>',
                    'textField' => '<string>',
                    'vectorField' => '<string>',
                ],
                'resourceArn' => '<string>',
                'tableName' => '<string>',
            ],
            'redisEnterpriseCloudConfiguration' => [
                'credentialsSecretArn' => '<string>',
                'endpoint' => '<string>',
                'fieldMapping' => [
                    'metadataField' => '<string>',
                    'textField' => '<string>',
                    'vectorField' => '<string>',
                ],
                'vectorIndexName' => '<string>',
            ],
            'type' => 'OPENSEARCH_SERVERLESS|PINECONE|REDIS_ENTERPRISE_CLOUD|RDS|MONGO_DB_ATLAS',
        ],
        'updatedAt' => <DateTime>,
    ],
]

Result Details

Members
knowledgeBase
Required: Yes
Type: KnowledgeBase structure

Contains details about the knowledge base.

Errors

ThrottlingException:

The number of requests exceeds the limit. Resubmit your request later.

AccessDeniedException:

The request is denied because of missing access permissions.

ValidationException:

Input validation failed. Check your request parameters and retry the request.

InternalServerException:

An internal server error occurred. Retry your request.

ResourceNotFoundException:

The specified resource Amazon Resource Name (ARN) was not found. Check the Amazon Resource Name (ARN) and try your request again.

ListAgentActionGroups

$result = $client->listAgentActionGroups([/* ... */]);
$promise = $client->listAgentActionGroupsAsync([/* ... */]);

Lists the action groups for an agent and information about each one.

Parameter Syntax

$result = $client->listAgentActionGroups([
    'agentId' => '<string>', // REQUIRED
    'agentVersion' => '<string>', // REQUIRED
    'maxResults' => <integer>,
    'nextToken' => '<string>',
]);

Parameter Details

Members
agentId
Required: Yes
Type: string

The unique identifier of the agent.

agentVersion
Required: Yes
Type: string

The version of the agent.

maxResults
Type: int

The maximum number of results to return in the response. If the total number of results is greater than this value, use the token returned in the response in the nextToken field when making another request to return the next batch of results.

nextToken
Type: string

If the total number of results is greater than the maxResults value provided in the request, enter the token returned in the nextToken field in the response in this field to return the next batch of results.

Result Syntax

[
    'actionGroupSummaries' => [
        [
            'actionGroupId' => '<string>',
            'actionGroupName' => '<string>',
            'actionGroupState' => 'ENABLED|DISABLED',
            'description' => '<string>',
            'updatedAt' => <DateTime>,
        ],
        // ...
    ],
    'nextToken' => '<string>',
]

Result Details

Members
actionGroupSummaries
Required: Yes
Type: Array of ActionGroupSummary structures

A list of objects, each of which contains information about an action group.

nextToken
Type: string

If the total number of results is greater than the maxResults value provided in the request, use this token when making another request in the nextToken field to return the next batch of results.

Errors

ThrottlingException:

The number of requests exceeds the limit. Resubmit your request later.

AccessDeniedException:

The request is denied because of missing access permissions.

ValidationException:

Input validation failed. Check your request parameters and retry the request.

InternalServerException:

An internal server error occurred. Retry your request.

ResourceNotFoundException:

The specified resource Amazon Resource Name (ARN) was not found. Check the Amazon Resource Name (ARN) and try your request again.

ListAgentAliases

$result = $client->listAgentAliases([/* ... */]);
$promise = $client->listAgentAliasesAsync([/* ... */]);

Lists the aliases of an agent and information about each one.

Parameter Syntax

$result = $client->listAgentAliases([
    'agentId' => '<string>', // REQUIRED
    'maxResults' => <integer>,
    'nextToken' => '<string>',
]);

Parameter Details

Members
agentId
Required: Yes
Type: string

The unique identifier of the agent.

maxResults
Type: int

The maximum number of results to return in the response. If the total number of results is greater than this value, use the token returned in the response in the nextToken field when making another request to return the next batch of results.

nextToken
Type: string

If the total number of results is greater than the maxResults value provided in the request, enter the token returned in the nextToken field in the response in this field to return the next batch of results.

Result Syntax

[
    'agentAliasSummaries' => [
        [
            'agentAliasId' => '<string>',
            'agentAliasName' => '<string>',
            'agentAliasStatus' => 'CREATING|PREPARED|FAILED|UPDATING|DELETING',
            'createdAt' => <DateTime>,
            'description' => '<string>',
            'routingConfiguration' => [
                [
                    'agentVersion' => '<string>',
                    'provisionedThroughput' => '<string>',
                ],
                // ...
            ],
            'updatedAt' => <DateTime>,
        ],
        // ...
    ],
    'nextToken' => '<string>',
]

Result Details

Members
agentAliasSummaries
Required: Yes
Type: Array of AgentAliasSummary structures

A list of objects, each of which contains information about an alias of the agent.

nextToken
Type: string

If the total number of results is greater than the maxResults value provided in the request, use this token when making another request in the nextToken field to return the next batch of results.

Errors

ThrottlingException:

The number of requests exceeds the limit. Resubmit your request later.

AccessDeniedException:

The request is denied because of missing access permissions.

ValidationException:

Input validation failed. Check your request parameters and retry the request.

InternalServerException:

An internal server error occurred. Retry your request.

ResourceNotFoundException:

The specified resource Amazon Resource Name (ARN) was not found. Check the Amazon Resource Name (ARN) and try your request again.

ListAgentKnowledgeBases

$result = $client->listAgentKnowledgeBases([/* ... */]);
$promise = $client->listAgentKnowledgeBasesAsync([/* ... */]);

Lists knowledge bases associated with an agent and information about each one.

Parameter Syntax

$result = $client->listAgentKnowledgeBases([
    'agentId' => '<string>', // REQUIRED
    'agentVersion' => '<string>', // REQUIRED
    'maxResults' => <integer>,
    'nextToken' => '<string>',
]);

Parameter Details

Members
agentId
Required: Yes
Type: string

The unique identifier of the agent for which to return information about knowledge bases associated with it.

agentVersion
Required: Yes
Type: string

The version of the agent for which to return information about knowledge bases associated with it.

maxResults
Type: int

The maximum number of results to return in the response. If the total number of results is greater than this value, use the token returned in the response in the nextToken field when making another request to return the next batch of results.

nextToken
Type: string

If the total number of results is greater than the maxResults value provided in the request, enter the token returned in the nextToken field in the response in this field to return the next batch of results.

Result Syntax

[
    'agentKnowledgeBaseSummaries' => [
        [
            'description' => '<string>',
            'knowledgeBaseId' => '<string>',
            'knowledgeBaseState' => 'ENABLED|DISABLED',
            'updatedAt' => <DateTime>,
        ],
        // ...
    ],
    'nextToken' => '<string>',
]

Result Details

Members
agentKnowledgeBaseSummaries
Required: Yes
Type: Array of AgentKnowledgeBaseSummary structures

A list of objects, each of which contains information about a knowledge base associated with the agent.

nextToken
Type: string

If the total number of results is greater than the maxResults value provided in the request, use this token when making another request in the nextToken field to return the next batch of results.

Errors

ThrottlingException:

The number of requests exceeds the limit. Resubmit your request later.

AccessDeniedException:

The request is denied because of missing access permissions.

ValidationException:

Input validation failed. Check your request parameters and retry the request.

InternalServerException:

An internal server error occurred. Retry your request.

ResourceNotFoundException:

The specified resource Amazon Resource Name (ARN) was not found. Check the Amazon Resource Name (ARN) and try your request again.

ListAgentVersions

$result = $client->listAgentVersions([/* ... */]);
$promise = $client->listAgentVersionsAsync([/* ... */]);

Lists the versions of an agent and information about each version.

Parameter Syntax

$result = $client->listAgentVersions([
    'agentId' => '<string>', // REQUIRED
    'maxResults' => <integer>,
    'nextToken' => '<string>',
]);

Parameter Details

Members
agentId
Required: Yes
Type: string

The unique identifier of the agent.

maxResults
Type: int

The maximum number of results to return in the response. If the total number of results is greater than this value, use the token returned in the response in the nextToken field when making another request to return the next batch of results.

nextToken
Type: string

If the total number of results is greater than the maxResults value provided in the request, enter the token returned in the nextToken field in the response in this field to return the next batch of results.

Result Syntax

[
    'agentVersionSummaries' => [
        [
            'agentName' => '<string>',
            'agentStatus' => 'CREATING|PREPARING|PREPARED|NOT_PREPARED|DELETING|FAILED|VERSIONING|UPDATING',
            'agentVersion' => '<string>',
            'createdAt' => <DateTime>,
            'description' => '<string>',
            'guardrailConfiguration' => [
                'guardrailIdentifier' => '<string>',
                'guardrailVersion' => '<string>',
            ],
            'updatedAt' => <DateTime>,
        ],
        // ...
    ],
    'nextToken' => '<string>',
]

Result Details

Members
agentVersionSummaries
Required: Yes
Type: Array of AgentVersionSummary structures

A list of objects, each of which contains information about a version of the agent.

nextToken
Type: string

If the total number of results is greater than the maxResults value provided in the request, use this token when making another request in the nextToken field to return the next batch of results.

Errors

ThrottlingException:

The number of requests exceeds the limit. Resubmit your request later.

AccessDeniedException:

The request is denied because of missing access permissions.

ValidationException:

Input validation failed. Check your request parameters and retry the request.

InternalServerException:

An internal server error occurred. Retry your request.

ResourceNotFoundException:

The specified resource Amazon Resource Name (ARN) was not found. Check the Amazon Resource Name (ARN) and try your request again.

ListAgents

$result = $client->listAgents([/* ... */]);
$promise = $client->listAgentsAsync([/* ... */]);

Lists the agents belonging to an account and information about each agent.

Parameter Syntax

$result = $client->listAgents([
    'maxResults' => <integer>,
    'nextToken' => '<string>',
]);

Parameter Details

Members
maxResults
Type: int

The maximum number of results to return in the response. If the total number of results is greater than this value, use the token returned in the response in the nextToken field when making another request to return the next batch of results.

nextToken
Type: string

If the total number of results is greater than the maxResults value provided in the request, enter the token returned in the nextToken field in the response in this field to return the next batch of results.

Result Syntax

[
    'agentSummaries' => [
        [
            'agentId' => '<string>',
            'agentName' => '<string>',
            'agentStatus' => 'CREATING|PREPARING|PREPARED|NOT_PREPARED|DELETING|FAILED|VERSIONING|UPDATING',
            'description' => '<string>',
            'guardrailConfiguration' => [
                'guardrailIdentifier' => '<string>',
                'guardrailVersion' => '<string>',
            ],
            'latestAgentVersion' => '<string>',
            'updatedAt' => <DateTime>,
        ],
        // ...
    ],
    'nextToken' => '<string>',
]

Result Details

Members
agentSummaries
Required: Yes
Type: Array of AgentSummary structures

A list of objects, each of which contains information about an agent.

nextToken
Type: string

If the total number of results is greater than the maxResults value provided in the request, use this token when making another request in the nextToken field to return the next batch of results.

Errors

ThrottlingException:

The number of requests exceeds the limit. Resubmit your request later.

AccessDeniedException:

The request is denied because of missing access permissions.

ValidationException:

Input validation failed. Check your request parameters and retry the request.

InternalServerException:

An internal server error occurred. Retry your request.

ListDataSources

$result = $client->listDataSources([/* ... */]);
$promise = $client->listDataSourcesAsync([/* ... */]);

Lists the data sources in a knowledge base and information about each one.

Parameter Syntax

$result = $client->listDataSources([
    'knowledgeBaseId' => '<string>', // REQUIRED
    'maxResults' => <integer>,
    'nextToken' => '<string>',
]);

Parameter Details

Members
knowledgeBaseId
Required: Yes
Type: string

The unique identifier of the knowledge base for which to return a list of information.

maxResults
Type: int

The maximum number of results to return in the response. If the total number of results is greater than this value, use the token returned in the response in the nextToken field when making another request to return the next batch of results.

nextToken
Type: string

If the total number of results is greater than the maxResults value provided in the request, enter the token returned in the nextToken field in the response in this field to return the next batch of results.

Result Syntax

[
    'dataSourceSummaries' => [
        [
            'dataSourceId' => '<string>',
            'description' => '<string>',
            'knowledgeBaseId' => '<string>',
            'name' => '<string>',
            'status' => 'AVAILABLE|DELETING|DELETE_UNSUCCESSFUL',
            'updatedAt' => <DateTime>,
        ],
        // ...
    ],
    'nextToken' => '<string>',
]

Result Details

Members
dataSourceSummaries
Required: Yes
Type: Array of DataSourceSummary structures

A list of objects, each of which contains information about a data source.

nextToken
Type: string

If the total number of results is greater than the maxResults value provided in the request, use this token when making another request in the nextToken field to return the next batch of results.

Errors

ThrottlingException:

The number of requests exceeds the limit. Resubmit your request later.

AccessDeniedException:

The request is denied because of missing access permissions.

ValidationException:

Input validation failed. Check your request parameters and retry the request.

InternalServerException:

An internal server error occurred. Retry your request.

ResourceNotFoundException:

The specified resource Amazon Resource Name (ARN) was not found. Check the Amazon Resource Name (ARN) and try your request again.

ListIngestionJobs

$result = $client->listIngestionJobs([/* ... */]);
$promise = $client->listIngestionJobsAsync([/* ... */]);

Lists the ingestion jobs for a data source and information about each of them.

Parameter Syntax

$result = $client->listIngestionJobs([
    'dataSourceId' => '<string>', // REQUIRED
    'filters' => [
        [
            'attribute' => 'STATUS', // REQUIRED
            'operator' => 'EQ', // REQUIRED
            'values' => ['<string>', ...], // REQUIRED
        ],
        // ...
    ],
    'knowledgeBaseId' => '<string>', // REQUIRED
    'maxResults' => <integer>,
    'nextToken' => '<string>',
    'sortBy' => [
        'attribute' => 'STATUS|STARTED_AT', // REQUIRED
        'order' => 'ASCENDING|DESCENDING', // REQUIRED
    ],
]);

Parameter Details

Members
dataSourceId
Required: Yes
Type: string

The unique identifier of the data source for which to return ingestion jobs.

filters
Type: Array of IngestionJobFilter structures

Contains a definition of a filter for which to filter the results.

knowledgeBaseId
Required: Yes
Type: string

The unique identifier of the knowledge base for which to return ingestion jobs.

maxResults
Type: int

The maximum number of results to return in the response. If the total number of results is greater than this value, use the token returned in the response in the nextToken field when making another request to return the next batch of results.

nextToken
Type: string

If the total number of results is greater than the maxResults value provided in the request, enter the token returned in the nextToken field in the response in this field to return the next batch of results.

sortBy
Type: IngestionJobSortBy structure

Contains details about how to sort the results.

Result Syntax

[
    'ingestionJobSummaries' => [
        [
            'dataSourceId' => '<string>',
            'description' => '<string>',
            'ingestionJobId' => '<string>',
            'knowledgeBaseId' => '<string>',
            'startedAt' => <DateTime>,
            'statistics' => [
                'numberOfDocumentsDeleted' => <integer>,
                'numberOfDocumentsFailed' => <integer>,
                'numberOfDocumentsScanned' => <integer>,
                'numberOfMetadataDocumentsModified' => <integer>,
                'numberOfMetadataDocumentsScanned' => <integer>,
                'numberOfModifiedDocumentsIndexed' => <integer>,
                'numberOfNewDocumentsIndexed' => <integer>,
            ],
            'status' => 'STARTING|IN_PROGRESS|COMPLETE|FAILED',
            'updatedAt' => <DateTime>,
        ],
        // ...
    ],
    'nextToken' => '<string>',
]

Result Details

Members
ingestionJobSummaries
Required: Yes
Type: Array of IngestionJobSummary structures

A list of objects, each of which contains information about an ingestion job.

nextToken
Type: string

If the total number of results is greater than the maxResults value provided in the request, use this token when making another request in the nextToken field to return the next batch of results.

Errors

ThrottlingException:

The number of requests exceeds the limit. Resubmit your request later.

AccessDeniedException:

The request is denied because of missing access permissions.

ValidationException:

Input validation failed. Check your request parameters and retry the request.

InternalServerException:

An internal server error occurred. Retry your request.

ResourceNotFoundException:

The specified resource Amazon Resource Name (ARN) was not found. Check the Amazon Resource Name (ARN) and try your request again.

ListKnowledgeBases

$result = $client->listKnowledgeBases([/* ... */]);
$promise = $client->listKnowledgeBasesAsync([/* ... */]);

Lists the knowledge bases in an account and information about each of them.

Parameter Syntax

$result = $client->listKnowledgeBases([
    'maxResults' => <integer>,
    'nextToken' => '<string>',
]);

Parameter Details

Members
maxResults
Type: int

The maximum number of results to return in the response. If the total number of results is greater than this value, use the token returned in the response in the nextToken field when making another request to return the next batch of results.

nextToken
Type: string

If the total number of results is greater than the maxResults value provided in the request, enter the token returned in the nextToken field in the response in this field to return the next batch of results.

Result Syntax

[
    'knowledgeBaseSummaries' => [
        [
            'description' => '<string>',
            'knowledgeBaseId' => '<string>',
            'name' => '<string>',
            'status' => 'CREATING|ACTIVE|DELETING|UPDATING|FAILED|DELETE_UNSUCCESSFUL',
            'updatedAt' => <DateTime>,
        ],
        // ...
    ],
    'nextToken' => '<string>',
]

Result Details

Members
knowledgeBaseSummaries
Required: Yes
Type: Array of KnowledgeBaseSummary structures

A list of objects, each of which contains information about a knowledge base.

nextToken
Type: string

If the total number of results is greater than the maxResults value provided in the request, use this token when making another request in the nextToken field to return the next batch of results.

Errors

ThrottlingException:

The number of requests exceeds the limit. Resubmit your request later.

AccessDeniedException:

The request is denied because of missing access permissions.

ValidationException:

Input validation failed. Check your request parameters and retry the request.

InternalServerException:

An internal server error occurred. Retry your request.

ListTagsForResource

$result = $client->listTagsForResource([/* ... */]);
$promise = $client->listTagsForResourceAsync([/* ... */]);

List all the tags for the resource you specify.

Parameter Syntax

$result = $client->listTagsForResource([
    'resourceArn' => '<string>', // REQUIRED
]);

Parameter Details

Members
resourceArn
Required: Yes
Type: string

The Amazon Resource Name (ARN) of the resource for which to list tags.

Result Syntax

[
    'tags' => ['<string>', ...],
]

Result Details

Members
tags
Type: Associative array of custom strings keys (TagKey) to strings

The key-value pairs for the tags associated with the resource.

Errors

ThrottlingException:

The number of requests exceeds the limit. Resubmit your request later.

AccessDeniedException:

The request is denied because of missing access permissions.

ValidationException:

Input validation failed. Check your request parameters and retry the request.

InternalServerException:

An internal server error occurred. Retry your request.

ResourceNotFoundException:

The specified resource Amazon Resource Name (ARN) was not found. Check the Amazon Resource Name (ARN) and try your request again.

PrepareAgent

$result = $client->prepareAgent([/* ... */]);
$promise = $client->prepareAgentAsync([/* ... */]);

Creates a DRAFT version of the agent that can be used for internal testing.

Parameter Syntax

$result = $client->prepareAgent([
    'agentId' => '<string>', // REQUIRED
]);

Parameter Details

Members
agentId
Required: Yes
Type: string

The unique identifier of the agent for which to create a DRAFT version.

Result Syntax

[
    'agentId' => '<string>',
    'agentStatus' => 'CREATING|PREPARING|PREPARED|NOT_PREPARED|DELETING|FAILED|VERSIONING|UPDATING',
    'agentVersion' => '<string>',
    'preparedAt' => <DateTime>,
]

Result Details

Members
agentId
Required: Yes
Type: string

The unique identifier of the agent for which the DRAFT version was created.

agentStatus
Required: Yes
Type: string

The status of the DRAFT version and whether it is ready for use.

agentVersion
Required: Yes
Type: string

The version of the agent.

preparedAt
Required: Yes
Type: timestamp (string|DateTime or anything parsable by strtotime)

The time at which the DRAFT version of the agent was last prepared.

Errors

ThrottlingException:

The number of requests exceeds the limit. Resubmit your request later.

AccessDeniedException:

The request is denied because of missing access permissions.

ValidationException:

Input validation failed. Check your request parameters and retry the request.

InternalServerException:

An internal server error occurred. Retry your request.

ResourceNotFoundException:

The specified resource Amazon Resource Name (ARN) was not found. Check the Amazon Resource Name (ARN) and try your request again.

ConflictException:

There was a conflict performing an operation.

ServiceQuotaExceededException:

The number of requests exceeds the service quota. Resubmit your request later.

StartIngestionJob

$result = $client->startIngestionJob([/* ... */]);
$promise = $client->startIngestionJobAsync([/* ... */]);

Begins an ingestion job, in which a data source is added to a knowledge base.

Parameter Syntax

$result = $client->startIngestionJob([
    'clientToken' => '<string>',
    'dataSourceId' => '<string>', // REQUIRED
    'description' => '<string>',
    'knowledgeBaseId' => '<string>', // REQUIRED
]);

Parameter Details

Members
clientToken
Type: string

A unique, case-sensitive identifier to ensure that the API request completes no more than one time. If this token matches a previous request, Amazon Bedrock ignores the request, but does not return an error. For more information, see Ensuring idempotency.

dataSourceId
Required: Yes
Type: string

The unique identifier of the data source to ingest.

description
Type: string

A description of the ingestion job.

knowledgeBaseId
Required: Yes
Type: string

The unique identifier of the knowledge base to which to add the data source.

Result Syntax

[
    'ingestionJob' => [
        'dataSourceId' => '<string>',
        'description' => '<string>',
        'failureReasons' => ['<string>', ...],
        'ingestionJobId' => '<string>',
        'knowledgeBaseId' => '<string>',
        'startedAt' => <DateTime>,
        'statistics' => [
            'numberOfDocumentsDeleted' => <integer>,
            'numberOfDocumentsFailed' => <integer>,
            'numberOfDocumentsScanned' => <integer>,
            'numberOfMetadataDocumentsModified' => <integer>,
            'numberOfMetadataDocumentsScanned' => <integer>,
            'numberOfModifiedDocumentsIndexed' => <integer>,
            'numberOfNewDocumentsIndexed' => <integer>,
        ],
        'status' => 'STARTING|IN_PROGRESS|COMPLETE|FAILED',
        'updatedAt' => <DateTime>,
    ],
]

Result Details

Members
ingestionJob
Required: Yes
Type: IngestionJob structure

An object containing information about the ingestion job.

Errors

ThrottlingException:

The number of requests exceeds the limit. Resubmit your request later.

AccessDeniedException:

The request is denied because of missing access permissions.

ValidationException:

Input validation failed. Check your request parameters and retry the request.

InternalServerException:

An internal server error occurred. Retry your request.

ResourceNotFoundException:

The specified resource Amazon Resource Name (ARN) was not found. Check the Amazon Resource Name (ARN) and try your request again.

ConflictException:

There was a conflict performing an operation.

ServiceQuotaExceededException:

The number of requests exceeds the service quota. Resubmit your request later.

TagResource

$result = $client->tagResource([/* ... */]);
$promise = $client->tagResourceAsync([/* ... */]);

Associate tags with a resource. For more information, see Tagging resources in the Amazon Bedrock User Guide.

Parameter Syntax

$result = $client->tagResource([
    'resourceArn' => '<string>', // REQUIRED
    'tags' => ['<string>', ...], // REQUIRED
]);

Parameter Details

Members
resourceArn
Required: Yes
Type: string

The Amazon Resource Name (ARN) of the resource to tag.

tags
Required: Yes
Type: Associative array of custom strings keys (TagKey) to strings

An object containing key-value pairs that define the tags to attach to the resource.

Result Syntax

[]

Result Details

The results for this operation are always empty.

Errors

ThrottlingException:

The number of requests exceeds the limit. Resubmit your request later.

AccessDeniedException:

The request is denied because of missing access permissions.

ValidationException:

Input validation failed. Check your request parameters and retry the request.

InternalServerException:

An internal server error occurred. Retry your request.

ResourceNotFoundException:

The specified resource Amazon Resource Name (ARN) was not found. Check the Amazon Resource Name (ARN) and try your request again.

ServiceQuotaExceededException:

The number of requests exceeds the service quota. Resubmit your request later.

UntagResource

$result = $client->untagResource([/* ... */]);
$promise = $client->untagResourceAsync([/* ... */]);

Remove tags from a resource.

Parameter Syntax

$result = $client->untagResource([
    'resourceArn' => '<string>', // REQUIRED
    'tagKeys' => ['<string>', ...], // REQUIRED
]);

Parameter Details

Members
resourceArn
Required: Yes
Type: string

The Amazon Resource Name (ARN) of the resource from which to remove tags.

tagKeys
Required: Yes
Type: Array of strings

A list of keys of the tags to remove from the resource.

Result Syntax

[]

Result Details

The results for this operation are always empty.

Errors

ThrottlingException:

The number of requests exceeds the limit. Resubmit your request later.

AccessDeniedException:

The request is denied because of missing access permissions.

ValidationException:

Input validation failed. Check your request parameters and retry the request.

InternalServerException:

An internal server error occurred. Retry your request.

ResourceNotFoundException:

The specified resource Amazon Resource Name (ARN) was not found. Check the Amazon Resource Name (ARN) and try your request again.

UpdateAgent

$result = $client->updateAgent([/* ... */]);
$promise = $client->updateAgentAsync([/* ... */]);

Updates the configuration of an agent.

Parameter Syntax

$result = $client->updateAgent([
    'agentId' => '<string>', // REQUIRED
    'agentName' => '<string>', // REQUIRED
    'agentResourceRoleArn' => '<string>', // REQUIRED
    'customerEncryptionKeyArn' => '<string>',
    'description' => '<string>',
    'foundationModel' => '<string>', // REQUIRED
    'guardrailConfiguration' => [
        'guardrailIdentifier' => '<string>',
        'guardrailVersion' => '<string>',
    ],
    'idleSessionTTLInSeconds' => <integer>,
    'instruction' => '<string>',
    'promptOverrideConfiguration' => [
        'overrideLambda' => '<string>',
        'promptConfigurations' => [ // REQUIRED
            [
                'basePromptTemplate' => '<string>',
                'inferenceConfiguration' => [
                    'maximumLength' => <integer>,
                    'stopSequences' => ['<string>', ...],
                    'temperature' => <float>,
                    'topK' => <integer>,
                    'topP' => <float>,
                ],
                'parserMode' => 'DEFAULT|OVERRIDDEN',
                'promptCreationMode' => 'DEFAULT|OVERRIDDEN',
                'promptState' => 'ENABLED|DISABLED',
                'promptType' => 'PRE_PROCESSING|ORCHESTRATION|POST_PROCESSING|KNOWLEDGE_BASE_RESPONSE_GENERATION',
            ],
            // ...
        ],
    ],
]);

Parameter Details

Members
agentId
Required: Yes
Type: string

The unique identifier of the agent.

agentName
Required: Yes
Type: string

Specifies a new name for the agent.

agentResourceRoleArn
Required: Yes
Type: string

The Amazon Resource Name (ARN) of the IAM role with permissions to invoke API operations on the agent.

customerEncryptionKeyArn
Type: string

The Amazon Resource Name (ARN) of the KMS key with which to encrypt the agent.

description
Type: string

Specifies a new description of the agent.

foundationModel
Required: Yes
Type: string

Specifies a new foundation model to be used for orchestration by the agent.

guardrailConfiguration
Type: GuardrailConfiguration structure

The unique Guardrail configuration assigned to the agent when it is updated.

idleSessionTTLInSeconds
Type: int

The number of seconds for which Amazon Bedrock keeps information about a user's conversation with the agent.

A user interaction remains active for the amount of time specified. If no conversation occurs during this time, the session expires and Amazon Bedrock deletes any data provided before the timeout.

instruction
Type: string

Specifies new instructions that tell the agent what it should do and how it should interact with users.

promptOverrideConfiguration
Type: PromptOverrideConfiguration structure

Contains configurations to override prompts in different parts of an agent sequence. For more information, see Advanced prompts.

Result Syntax

[
    'agent' => [
        'agentArn' => '<string>',
        'agentId' => '<string>',
        'agentName' => '<string>',
        'agentResourceRoleArn' => '<string>',
        'agentStatus' => 'CREATING|PREPARING|PREPARED|NOT_PREPARED|DELETING|FAILED|VERSIONING|UPDATING',
        'agentVersion' => '<string>',
        'clientToken' => '<string>',
        'createdAt' => <DateTime>,
        'customerEncryptionKeyArn' => '<string>',
        'description' => '<string>',
        'failureReasons' => ['<string>', ...],
        'foundationModel' => '<string>',
        'guardrailConfiguration' => [
            'guardrailIdentifier' => '<string>',
            'guardrailVersion' => '<string>',
        ],
        'idleSessionTTLInSeconds' => <integer>,
        'instruction' => '<string>',
        'preparedAt' => <DateTime>,
        'promptOverrideConfiguration' => [
            'overrideLambda' => '<string>',
            'promptConfigurations' => [
                [
                    'basePromptTemplate' => '<string>',
                    'inferenceConfiguration' => [
                        'maximumLength' => <integer>,
                        'stopSequences' => ['<string>', ...],
                        'temperature' => <float>,
                        'topK' => <integer>,
                        'topP' => <float>,
                    ],
                    'parserMode' => 'DEFAULT|OVERRIDDEN',
                    'promptCreationMode' => 'DEFAULT|OVERRIDDEN',
                    'promptState' => 'ENABLED|DISABLED',
                    'promptType' => 'PRE_PROCESSING|ORCHESTRATION|POST_PROCESSING|KNOWLEDGE_BASE_RESPONSE_GENERATION',
                ],
                // ...
            ],
        ],
        'recommendedActions' => ['<string>', ...],
        'updatedAt' => <DateTime>,
    ],
]

Result Details

Members
agent
Required: Yes
Type: Agent structure

Contains details about the agent that was updated.

Errors

ThrottlingException:

The number of requests exceeds the limit. Resubmit your request later.

AccessDeniedException:

The request is denied because of missing access permissions.

ValidationException:

Input validation failed. Check your request parameters and retry the request.

InternalServerException:

An internal server error occurred. Retry your request.

ResourceNotFoundException:

The specified resource Amazon Resource Name (ARN) was not found. Check the Amazon Resource Name (ARN) and try your request again.

ConflictException:

There was a conflict performing an operation.

ServiceQuotaExceededException:

The number of requests exceeds the service quota. Resubmit your request later.

UpdateAgentActionGroup

$result = $client->updateAgentActionGroup([/* ... */]);
$promise = $client->updateAgentActionGroupAsync([/* ... */]);

Updates the configuration for an action group for an agent.

Parameter Syntax

$result = $client->updateAgentActionGroup([
    'actionGroupExecutor' => [
        'customControl' => 'RETURN_CONTROL',
        'lambda' => '<string>',
    ],
    'actionGroupId' => '<string>', // REQUIRED
    'actionGroupName' => '<string>', // REQUIRED
    'actionGroupState' => 'ENABLED|DISABLED',
    'agentId' => '<string>', // REQUIRED
    'agentVersion' => '<string>', // REQUIRED
    'apiSchema' => [
        'payload' => '<string>',
        's3' => [
            's3BucketName' => '<string>',
            's3ObjectKey' => '<string>',
        ],
    ],
    'description' => '<string>',
    'functionSchema' => [
        'functions' => [
            [
                'description' => '<string>',
                'name' => '<string>', // REQUIRED
                'parameters' => [
                    '<Name>' => [
                        'description' => '<string>',
                        'required' => true || false,
                        'type' => 'string|number|integer|boolean|array', // REQUIRED
                    ],
                    // ...
                ],
            ],
            // ...
        ],
    ],
    'parentActionGroupSignature' => 'AMAZON.UserInput',
]);

Parameter Details

Members
actionGroupExecutor
Type: ActionGroupExecutor structure

The Amazon Resource Name (ARN) of the Lambda function containing the business logic that is carried out upon invoking the action.

actionGroupId
Required: Yes
Type: string

The unique identifier of the action group.

actionGroupName
Required: Yes
Type: string

Specifies a new name for the action group.

actionGroupState
Type: string

Specifies whether the action group is available for the agent to invoke or not when sending an InvokeAgent request.

agentId
Required: Yes
Type: string

The unique identifier of the agent for which to update the action group.

agentVersion
Required: Yes
Type: string

The unique identifier of the agent version for which to update the action group.

apiSchema
Type: APISchema structure

Contains either details about the S3 object containing the OpenAPI schema for the action group or the JSON or YAML-formatted payload defining the schema. For more information, see Action group OpenAPI schemas.

description
Type: string

Specifies a new name for the action group.

functionSchema
Type: FunctionSchema structure

Contains details about the function schema for the action group or the JSON or YAML-formatted payload defining the schema.

parentActionGroupSignature
Type: string

To allow your agent to request the user for additional information when trying to complete a task, set this field to AMAZON.UserInput. You must leave the description, apiSchema, and actionGroupExecutor fields blank for this action group.

During orchestration, if your agent determines that it needs to invoke an API in an action group, but doesn't have enough information to complete the API request, it will invoke this action group instead and return an Observation reprompting the user for more information.

Result Syntax

[
    'agentActionGroup' => [
        'actionGroupExecutor' => [
            'customControl' => 'RETURN_CONTROL',
            'lambda' => '<string>',
        ],
        'actionGroupId' => '<string>',
        'actionGroupName' => '<string>',
        'actionGroupState' => 'ENABLED|DISABLED',
        'agentId' => '<string>',
        'agentVersion' => '<string>',
        'apiSchema' => [
            'payload' => '<string>',
            's3' => [
                's3BucketName' => '<string>',
                's3ObjectKey' => '<string>',
            ],
        ],
        'clientToken' => '<string>',
        'createdAt' => <DateTime>,
        'description' => '<string>',
        'functionSchema' => [
            'functions' => [
                [
                    'description' => '<string>',
                    'name' => '<string>',
                    'parameters' => [
                        '<Name>' => [
                            'description' => '<string>',
                            'required' => true || false,
                            'type' => 'string|number|integer|boolean|array',
                        ],
                        // ...
                    ],
                ],
                // ...
            ],
        ],
        'parentActionSignature' => 'AMAZON.UserInput',
        'updatedAt' => <DateTime>,
    ],
]

Result Details

Members
agentActionGroup
Required: Yes
Type: AgentActionGroup structure

Contains details about the action group that was updated.

Errors

ThrottlingException:

The number of requests exceeds the limit. Resubmit your request later.

AccessDeniedException:

The request is denied because of missing access permissions.

ValidationException:

Input validation failed. Check your request parameters and retry the request.

InternalServerException:

An internal server error occurred. Retry your request.

ResourceNotFoundException:

The specified resource Amazon Resource Name (ARN) was not found. Check the Amazon Resource Name (ARN) and try your request again.

ConflictException:

There was a conflict performing an operation.

ServiceQuotaExceededException:

The number of requests exceeds the service quota. Resubmit your request later.

UpdateAgentAlias

$result = $client->updateAgentAlias([/* ... */]);
$promise = $client->updateAgentAliasAsync([/* ... */]);

Updates configurations for an alias of an agent.

Parameter Syntax

$result = $client->updateAgentAlias([
    'agentAliasId' => '<string>', // REQUIRED
    'agentAliasName' => '<string>', // REQUIRED
    'agentId' => '<string>', // REQUIRED
    'description' => '<string>',
    'routingConfiguration' => [
        [
            'agentVersion' => '<string>',
            'provisionedThroughput' => '<string>',
        ],
        // ...
    ],
]);

Parameter Details

Members
agentAliasId
Required: Yes
Type: string

The unique identifier of the alias.

agentAliasName
Required: Yes
Type: string

Specifies a new name for the alias.

agentId
Required: Yes
Type: string

The unique identifier of the agent.

description
Type: string

Specifies a new description for the alias.

routingConfiguration
Type: Array of AgentAliasRoutingConfigurationListItem structures

Contains details about the routing configuration of the alias.

Result Syntax

[
    'agentAlias' => [
        'agentAliasArn' => '<string>',
        'agentAliasHistoryEvents' => [
            [
                'endDate' => <DateTime>,
                'routingConfiguration' => [
                    [
                        'agentVersion' => '<string>',
                        'provisionedThroughput' => '<string>',
                    ],
                    // ...
                ],
                'startDate' => <DateTime>,
            ],
            // ...
        ],
        'agentAliasId' => '<string>',
        'agentAliasName' => '<string>',
        'agentAliasStatus' => 'CREATING|PREPARED|FAILED|UPDATING|DELETING',
        'agentId' => '<string>',
        'clientToken' => '<string>',
        'createdAt' => <DateTime>,
        'description' => '<string>',
        'failureReasons' => ['<string>', ...],
        'routingConfiguration' => [
            [
                'agentVersion' => '<string>',
                'provisionedThroughput' => '<string>',
            ],
            // ...
        ],
        'updatedAt' => <DateTime>,
    ],
]

Result Details

Members
agentAlias
Required: Yes
Type: AgentAlias structure

Contains details about the alias that was updated.

Errors

ThrottlingException:

The number of requests exceeds the limit. Resubmit your request later.

AccessDeniedException:

The request is denied because of missing access permissions.

ValidationException:

Input validation failed. Check your request parameters and retry the request.

InternalServerException:

An internal server error occurred. Retry your request.

ResourceNotFoundException:

The specified resource Amazon Resource Name (ARN) was not found. Check the Amazon Resource Name (ARN) and try your request again.

ConflictException:

There was a conflict performing an operation.

ServiceQuotaExceededException:

The number of requests exceeds the service quota. Resubmit your request later.

UpdateAgentKnowledgeBase

$result = $client->updateAgentKnowledgeBase([/* ... */]);
$promise = $client->updateAgentKnowledgeBaseAsync([/* ... */]);

Updates the configuration for a knowledge base that has been associated with an agent.

Parameter Syntax

$result = $client->updateAgentKnowledgeBase([
    'agentId' => '<string>', // REQUIRED
    'agentVersion' => '<string>', // REQUIRED
    'description' => '<string>',
    'knowledgeBaseId' => '<string>', // REQUIRED
    'knowledgeBaseState' => 'ENABLED|DISABLED',
]);

Parameter Details

Members
agentId
Required: Yes
Type: string

The unique identifier of the agent associated with the knowledge base that you want to update.

agentVersion
Required: Yes
Type: string

The version of the agent associated with the knowledge base that you want to update.

description
Type: string

Specifies a new description for the knowledge base associated with an agent.

knowledgeBaseId
Required: Yes
Type: string

The unique identifier of the knowledge base that has been associated with an agent.

knowledgeBaseState
Type: string

Specifies whether the agent uses the knowledge base or not when sending an InvokeAgent request.

Result Syntax

[
    'agentKnowledgeBase' => [
        'agentId' => '<string>',
        'agentVersion' => '<string>',
        'createdAt' => <DateTime>,
        'description' => '<string>',
        'knowledgeBaseId' => '<string>',
        'knowledgeBaseState' => 'ENABLED|DISABLED',
        'updatedAt' => <DateTime>,
    ],
]

Result Details

Members
agentKnowledgeBase
Required: Yes
Type: AgentKnowledgeBase structure

Contains details about the knowledge base that has been associated with an agent.

Errors

ThrottlingException:

The number of requests exceeds the limit. Resubmit your request later.

AccessDeniedException:

The request is denied because of missing access permissions.

ValidationException:

Input validation failed. Check your request parameters and retry the request.

InternalServerException:

An internal server error occurred. Retry your request.

ResourceNotFoundException:

The specified resource Amazon Resource Name (ARN) was not found. Check the Amazon Resource Name (ARN) and try your request again.

ConflictException:

There was a conflict performing an operation.

UpdateDataSource

$result = $client->updateDataSource([/* ... */]);
$promise = $client->updateDataSourceAsync([/* ... */]);

Updates configurations for a data source.

You can't change the chunkingConfiguration after you create the data source. Specify the existing chunkingConfiguration.

Parameter Syntax

$result = $client->updateDataSource([
    'dataDeletionPolicy' => 'RETAIN|DELETE',
    'dataSourceConfiguration' => [ // REQUIRED
        's3Configuration' => [
            'bucketArn' => '<string>', // REQUIRED
            'bucketOwnerAccountId' => '<string>',
            'inclusionPrefixes' => ['<string>', ...],
        ],
        'type' => 'S3', // REQUIRED
    ],
    'dataSourceId' => '<string>', // REQUIRED
    'description' => '<string>',
    'knowledgeBaseId' => '<string>', // REQUIRED
    'name' => '<string>', // REQUIRED
    'serverSideEncryptionConfiguration' => [
        'kmsKeyArn' => '<string>',
    ],
    'vectorIngestionConfiguration' => [
        'chunkingConfiguration' => [
            'chunkingStrategy' => 'FIXED_SIZE|NONE', // REQUIRED
            'fixedSizeChunkingConfiguration' => [
                'maxTokens' => <integer>, // REQUIRED
                'overlapPercentage' => <integer>, // REQUIRED
            ],
        ],
    ],
]);

Parameter Details

Members
dataDeletionPolicy
Type: string

The data deletion policy of the updated data source.

dataSourceConfiguration
Required: Yes
Type: DataSourceConfiguration structure

Contains details about the storage configuration of the data source.

dataSourceId
Required: Yes
Type: string

The unique identifier of the data source.

description
Type: string

Specifies a new description for the data source.

knowledgeBaseId
Required: Yes
Type: string

The unique identifier of the knowledge base to which the data source belongs.

name
Required: Yes
Type: string

Specifies a new name for the data source.

serverSideEncryptionConfiguration

Contains details about server-side encryption of the data source.

vectorIngestionConfiguration

Contains details about how to ingest the documents in the data source.

Result Syntax

[
    'dataSource' => [
        'createdAt' => <DateTime>,
        'dataDeletionPolicy' => 'RETAIN|DELETE',
        'dataSourceConfiguration' => [
            's3Configuration' => [
                'bucketArn' => '<string>',
                'bucketOwnerAccountId' => '<string>',
                'inclusionPrefixes' => ['<string>', ...],
            ],
            'type' => 'S3',
        ],
        'dataSourceId' => '<string>',
        'description' => '<string>',
        'failureReasons' => ['<string>', ...],
        'knowledgeBaseId' => '<string>',
        'name' => '<string>',
        'serverSideEncryptionConfiguration' => [
            'kmsKeyArn' => '<string>',
        ],
        'status' => 'AVAILABLE|DELETING|DELETE_UNSUCCESSFUL',
        'updatedAt' => <DateTime>,
        'vectorIngestionConfiguration' => [
            'chunkingConfiguration' => [
                'chunkingStrategy' => 'FIXED_SIZE|NONE',
                'fixedSizeChunkingConfiguration' => [
                    'maxTokens' => <integer>,
                    'overlapPercentage' => <integer>,
                ],
            ],
        ],
    ],
]

Result Details

Members
dataSource
Required: Yes
Type: DataSource structure

Contains details about the data source.

Errors

ThrottlingException:

The number of requests exceeds the limit. Resubmit your request later.

AccessDeniedException:

The request is denied because of missing access permissions.

ValidationException:

Input validation failed. Check your request parameters and retry the request.

InternalServerException:

An internal server error occurred. Retry your request.

ResourceNotFoundException:

The specified resource Amazon Resource Name (ARN) was not found. Check the Amazon Resource Name (ARN) and try your request again.

ConflictException:

There was a conflict performing an operation.

UpdateKnowledgeBase

$result = $client->updateKnowledgeBase([/* ... */]);
$promise = $client->updateKnowledgeBaseAsync([/* ... */]);

Updates the configuration of a knowledge base with the fields that you specify. Because all fields will be overwritten, you must include the same values for fields that you want to keep the same.

You can change the following fields:

  • name

  • description

  • roleArn

You can't change the knowledgeBaseConfiguration or storageConfiguration fields, so you must specify the same configurations as when you created the knowledge base. You can send a GetKnowledgeBase request and copy the same configurations.

Parameter Syntax

$result = $client->updateKnowledgeBase([
    'description' => '<string>',
    'knowledgeBaseConfiguration' => [ // REQUIRED
        'type' => 'VECTOR', // REQUIRED
        'vectorKnowledgeBaseConfiguration' => [
            'embeddingModelArn' => '<string>', // REQUIRED
            'embeddingModelConfiguration' => [
                'bedrockEmbeddingModelConfiguration' => [
                    'dimensions' => <integer>,
                ],
            ],
        ],
    ],
    'knowledgeBaseId' => '<string>', // REQUIRED
    'name' => '<string>', // REQUIRED
    'roleArn' => '<string>', // REQUIRED
    'storageConfiguration' => [ // REQUIRED
        'mongoDbAtlasConfiguration' => [
            'collectionName' => '<string>', // REQUIRED
            'credentialsSecretArn' => '<string>', // REQUIRED
            'databaseName' => '<string>', // REQUIRED
            'endpoint' => '<string>', // REQUIRED
            'endpointServiceName' => '<string>',
            'fieldMapping' => [ // REQUIRED
                'metadataField' => '<string>', // REQUIRED
                'textField' => '<string>', // REQUIRED
                'vectorField' => '<string>', // REQUIRED
            ],
            'vectorIndexName' => '<string>', // REQUIRED
        ],
        'opensearchServerlessConfiguration' => [
            'collectionArn' => '<string>', // REQUIRED
            'fieldMapping' => [ // REQUIRED
                'metadataField' => '<string>', // REQUIRED
                'textField' => '<string>', // REQUIRED
                'vectorField' => '<string>', // REQUIRED
            ],
            'vectorIndexName' => '<string>', // REQUIRED
        ],
        'pineconeConfiguration' => [
            'connectionString' => '<string>', // REQUIRED
            'credentialsSecretArn' => '<string>', // REQUIRED
            'fieldMapping' => [ // REQUIRED
                'metadataField' => '<string>', // REQUIRED
                'textField' => '<string>', // REQUIRED
            ],
            'namespace' => '<string>',
        ],
        'rdsConfiguration' => [
            'credentialsSecretArn' => '<string>', // REQUIRED
            'databaseName' => '<string>', // REQUIRED
            'fieldMapping' => [ // REQUIRED
                'metadataField' => '<string>', // REQUIRED
                'primaryKeyField' => '<string>', // REQUIRED
                'textField' => '<string>', // REQUIRED
                'vectorField' => '<string>', // REQUIRED
            ],
            'resourceArn' => '<string>', // REQUIRED
            'tableName' => '<string>', // REQUIRED
        ],
        'redisEnterpriseCloudConfiguration' => [
            'credentialsSecretArn' => '<string>', // REQUIRED
            'endpoint' => '<string>', // REQUIRED
            'fieldMapping' => [ // REQUIRED
                'metadataField' => '<string>', // REQUIRED
                'textField' => '<string>', // REQUIRED
                'vectorField' => '<string>', // REQUIRED
            ],
            'vectorIndexName' => '<string>', // REQUIRED
        ],
        'type' => 'OPENSEARCH_SERVERLESS|PINECONE|REDIS_ENTERPRISE_CLOUD|RDS|MONGO_DB_ATLAS', // REQUIRED
    ],
]);

Parameter Details

Members
description
Type: string

Specifies a new description for the knowledge base.

knowledgeBaseConfiguration
Required: Yes
Type: KnowledgeBaseConfiguration structure

Specifies the configuration for the embeddings model used for the knowledge base. You must use the same configuration as when the knowledge base was created.

knowledgeBaseId
Required: Yes
Type: string

The unique identifier of the knowledge base to update.

name
Required: Yes
Type: string

Specifies a new name for the knowledge base.

roleArn
Required: Yes
Type: string

Specifies a different Amazon Resource Name (ARN) of the IAM role with permissions to invoke API operations on the knowledge base.

storageConfiguration
Required: Yes
Type: StorageConfiguration structure

Specifies the configuration for the vector store used for the knowledge base. You must use the same configuration as when the knowledge base was created.

Result Syntax

[
    'knowledgeBase' => [
        'createdAt' => <DateTime>,
        'description' => '<string>',
        'failureReasons' => ['<string>', ...],
        'knowledgeBaseArn' => '<string>',
        'knowledgeBaseConfiguration' => [
            'type' => 'VECTOR',
            'vectorKnowledgeBaseConfiguration' => [
                'embeddingModelArn' => '<string>',
                'embeddingModelConfiguration' => [
                    'bedrockEmbeddingModelConfiguration' => [
                        'dimensions' => <integer>,
                    ],
                ],
            ],
        ],
        'knowledgeBaseId' => '<string>',
        'name' => '<string>',
        'roleArn' => '<string>',
        'status' => 'CREATING|ACTIVE|DELETING|UPDATING|FAILED|DELETE_UNSUCCESSFUL',
        'storageConfiguration' => [
            'mongoDbAtlasConfiguration' => [
                'collectionName' => '<string>',
                'credentialsSecretArn' => '<string>',
                'databaseName' => '<string>',
                'endpoint' => '<string>',
                'endpointServiceName' => '<string>',
                'fieldMapping' => [
                    'metadataField' => '<string>',
                    'textField' => '<string>',
                    'vectorField' => '<string>',
                ],
                'vectorIndexName' => '<string>',
            ],
            'opensearchServerlessConfiguration' => [
                'collectionArn' => '<string>',
                'fieldMapping' => [
                    'metadataField' => '<string>',
                    'textField' => '<string>',
                    'vectorField' => '<string>',
                ],
                'vectorIndexName' => '<string>',
            ],
            'pineconeConfiguration' => [
                'connectionString' => '<string>',
                'credentialsSecretArn' => '<string>',
                'fieldMapping' => [
                    'metadataField' => '<string>',
                    'textField' => '<string>',
                ],
                'namespace' => '<string>',
            ],
            'rdsConfiguration' => [
                'credentialsSecretArn' => '<string>',
                'databaseName' => '<string>',
                'fieldMapping' => [
                    'metadataField' => '<string>',
                    'primaryKeyField' => '<string>',
                    'textField' => '<string>',
                    'vectorField' => '<string>',
                ],
                'resourceArn' => '<string>',
                'tableName' => '<string>',
            ],
            'redisEnterpriseCloudConfiguration' => [
                'credentialsSecretArn' => '<string>',
                'endpoint' => '<string>',
                'fieldMapping' => [
                    'metadataField' => '<string>',
                    'textField' => '<string>',
                    'vectorField' => '<string>',
                ],
                'vectorIndexName' => '<string>',
            ],
            'type' => 'OPENSEARCH_SERVERLESS|PINECONE|REDIS_ENTERPRISE_CLOUD|RDS|MONGO_DB_ATLAS',
        ],
        'updatedAt' => <DateTime>,
    ],
]

Result Details

Members
knowledgeBase
Required: Yes
Type: KnowledgeBase structure

Contains details about the knowledge base.

Errors

ThrottlingException:

The number of requests exceeds the limit. Resubmit your request later.

AccessDeniedException:

The request is denied because of missing access permissions.

ValidationException:

Input validation failed. Check your request parameters and retry the request.

InternalServerException:

An internal server error occurred. Retry your request.

ResourceNotFoundException:

The specified resource Amazon Resource Name (ARN) was not found. Check the Amazon Resource Name (ARN) and try your request again.

ConflictException:

There was a conflict performing an operation.

Shapes

APISchema

Description

Contains details about the OpenAPI schema for the action group. For more information, see Action group OpenAPI schemas. You can either include the schema directly in the payload field or you can upload it to an S3 bucket and specify the S3 bucket location in the s3 field.

Members
payload
Type: string

The JSON or YAML-formatted payload defining the OpenAPI schema for the action group. For more information, see Action group OpenAPI schemas.

s3
Type: S3Identifier structure

Contains details about the S3 object containing the OpenAPI schema for the action group. For more information, see Action group OpenAPI schemas.

AccessDeniedException

Description

The request is denied because of missing access permissions.

Members
message
Type: string

ActionGroupExecutor

Description

Contains details about the Lambda function containing the business logic that is carried out upon invoking the action or the custom control method for handling the information elicited from the user.

Members
customControl
Type: string

To return the action group invocation results directly in the InvokeAgent response, specify RETURN_CONTROL.

lambda
Type: string

The Amazon Resource Name (ARN) of the Lambda function containing the business logic that is carried out upon invoking the action.

ActionGroupSummary

Description

Contains details about an action group.

Members
actionGroupId
Required: Yes
Type: string

The unique identifier of the action group.

actionGroupName
Required: Yes
Type: string

The name of the action group.

actionGroupState
Required: Yes
Type: string

Specifies whether the action group is available for the agent to invoke or not when sending an InvokeAgent request.

description
Type: string

The description of the action group.

updatedAt
Required: Yes
Type: timestamp (string|DateTime or anything parsable by strtotime)

The time at which the action group was last updated.

Agent

Description

Contains details about an agent.

Members
agentArn
Required: Yes
Type: string

The Amazon Resource Name (ARN) of the agent.

agentId
Required: Yes
Type: string

The unique identifier of the agent.

agentName
Required: Yes
Type: string

The name of the agent.

agentResourceRoleArn
Required: Yes
Type: string

The Amazon Resource Name (ARN) of the IAM role with permissions to invoke API operations on the agent.

agentStatus
Required: Yes
Type: string

The status of the agent and whether it is ready for use. The following statuses are possible:

  • CREATING – The agent is being created.

  • PREPARING – The agent is being prepared.

  • PREPARED – The agent is prepared and ready to be invoked.

  • NOT_PREPARED – The agent has been created but not yet prepared.

  • FAILED – The agent API operation failed.

  • UPDATING – The agent is being updated.

  • DELETING – The agent is being deleted.

agentVersion
Required: Yes
Type: string

The version of the agent.

clientToken
Type: string

A unique, case-sensitive identifier to ensure that the API request completes no more than one time. If this token matches a previous request, Amazon Bedrock ignores the request, but does not return an error. For more information, see Ensuring idempotency.

createdAt
Required: Yes
Type: timestamp (string|DateTime or anything parsable by strtotime)

The time at which the agent was created.

customerEncryptionKeyArn
Type: string

The Amazon Resource Name (ARN) of the KMS key that encrypts the agent.

description
Type: string

The description of the agent.

failureReasons
Type: Array of strings

Contains reasons that the agent-related API that you invoked failed.

foundationModel
Type: string

The foundation model used for orchestration by the agent.

guardrailConfiguration
Type: GuardrailConfiguration structure

The guardrails configuration assigned to the agent.

idleSessionTTLInSeconds
Required: Yes
Type: int

The number of seconds for which Amazon Bedrock keeps information about a user's conversation with the agent.

A user interaction remains active for the amount of time specified. If no conversation occurs during this time, the session expires and Amazon Bedrock deletes any data provided before the timeout.

instruction
Type: string

Instructions that tell the agent what it should do and how it should interact with users.

preparedAt
Type: timestamp (string|DateTime or anything parsable by strtotime)

The time at which the agent was last prepared.

promptOverrideConfiguration
Type: PromptOverrideConfiguration structure

Contains configurations to override prompt templates in different parts of an agent sequence. For more information, see Advanced prompts.

recommendedActions
Type: Array of strings

Contains recommended actions to take for the agent-related API that you invoked to succeed.

updatedAt
Required: Yes
Type: timestamp (string|DateTime or anything parsable by strtotime)

The time at which the agent was last updated.

AgentActionGroup

Description

Contains details about an action group.

Members
actionGroupExecutor
Type: ActionGroupExecutor structure

The Amazon Resource Name (ARN) of the Lambda function containing the business logic that is carried out upon invoking the action or the custom control method for handling the information elicited from the user.

actionGroupId
Required: Yes
Type: string

The unique identifier of the action group.

actionGroupName
Required: Yes
Type: string

The name of the action group.

actionGroupState
Required: Yes
Type: string

Specifies whether the action group is available for the agent to invoke or not when sending an InvokeAgent request.

agentId
Required: Yes
Type: string

The unique identifier of the agent to which the action group belongs.

agentVersion
Required: Yes
Type: string

The version of the agent to which the action group belongs.

apiSchema
Type: APISchema structure

Contains either details about the S3 object containing the OpenAPI schema for the action group or the JSON or YAML-formatted payload defining the schema. For more information, see Action group OpenAPI schemas.

clientToken
Type: string

A unique, case-sensitive identifier to ensure that the API request completes no more than one time. If this token matches a previous request, Amazon Bedrock ignores the request, but does not return an error. For more information, see Ensuring idempotency.

createdAt
Required: Yes
Type: timestamp (string|DateTime or anything parsable by strtotime)

The time at which the action group was created.

description
Type: string

The description of the action group.

functionSchema
Type: FunctionSchema structure

Defines functions that each define parameters that the agent needs to invoke from the user. Each function represents an action in an action group.

parentActionSignature
Type: string

If this field is set as AMAZON.UserInput, the agent can request the user for additional information when trying to complete a task. The description, apiSchema, and actionGroupExecutor fields must be blank for this action group.

During orchestration, if the agent determines that it needs to invoke an API in an action group, but doesn't have enough information to complete the API request, it will invoke this action group instead and return an Observation reprompting the user for more information.

updatedAt
Required: Yes
Type: timestamp (string|DateTime or anything parsable by strtotime)

The time at which the action group was last updated.

AgentAlias

Description

Contains details about an alias of an agent.

Members
agentAliasArn
Required: Yes
Type: string

The Amazon Resource Name (ARN) of the alias of the agent.

agentAliasHistoryEvents
Type: Array of AgentAliasHistoryEvent structures

Contains details about the history of the alias.

agentAliasId
Required: Yes
Type: string

The unique identifier of the alias of the agent.

agentAliasName
Required: Yes
Type: string

The name of the alias of the agent.

agentAliasStatus
Required: Yes
Type: string

The status of the alias of the agent and whether it is ready for use. The following statuses are possible:

  • CREATING – The agent alias is being created.

  • PREPARED – The agent alias is finished being created or updated and is ready to be invoked.

  • FAILED – The agent alias API operation failed.

  • UPDATING – The agent alias is being updated.

  • DELETING – The agent alias is being deleted.

agentId
Required: Yes
Type: string

The unique identifier of the agent.

clientToken
Type: string

A unique, case-sensitive identifier to ensure that the API request completes no more than one time. If this token matches a previous request, Amazon Bedrock ignores the request, but does not return an error. For more information, see Ensuring idempotency.

createdAt
Required: Yes
Type: timestamp (string|DateTime or anything parsable by strtotime)

The time at which the alias of the agent was created.

description
Type: string

The description of the alias of the agent.

failureReasons
Type: Array of strings

Information on the failure of Provisioned Throughput assigned to an agent alias.

routingConfiguration
Required: Yes
Type: Array of AgentAliasRoutingConfigurationListItem structures

Contains details about the routing configuration of the alias.

updatedAt
Required: Yes
Type: timestamp (string|DateTime or anything parsable by strtotime)

The time at which the alias was last updated.

AgentAliasHistoryEvent

Description

Contains details about the history of the alias.

Members
endDate
Type: timestamp (string|DateTime or anything parsable by strtotime)

The date that the alias stopped being associated to the version in the routingConfiguration object

routingConfiguration
Type: Array of AgentAliasRoutingConfigurationListItem structures

Contains details about the version of the agent with which the alias is associated.

startDate
Type: timestamp (string|DateTime or anything parsable by strtotime)

The date that the alias began being associated to the version in the routingConfiguration object.

AgentAliasRoutingConfigurationListItem

Description

Contains details about the routing configuration of the alias.

Members
agentVersion
Type: string

The version of the agent with which the alias is associated.

provisionedThroughput
Type: string

Information on the Provisioned Throughput assigned to an agent alias.

AgentAliasSummary

Description

Contains details about an alias of an agent.

Members
agentAliasId
Required: Yes
Type: string

Contains details about

agentAliasName
Required: Yes
Type: string

The name of the alias.

agentAliasStatus
Required: Yes
Type: string

The status of the alias.

createdAt
Required: Yes
Type: timestamp (string|DateTime or anything parsable by strtotime)

The time at which the alias of the agent was created.

description
Type: string

The description of the alias.

routingConfiguration
Type: Array of AgentAliasRoutingConfigurationListItem structures

Contains details about the version of the agent with which the alias is associated.

updatedAt
Required: Yes
Type: timestamp (string|DateTime or anything parsable by strtotime)

The time at which the alias was last updated.

AgentKnowledgeBase

Description

Contains details about a knowledge base that is associated with an agent.

Members
agentId
Required: Yes
Type: string

The unique identifier of the agent with which the knowledge base is associated.

agentVersion
Required: Yes
Type: string

The version of the agent with which the knowledge base is associated.

createdAt
Required: Yes
Type: timestamp (string|DateTime or anything parsable by strtotime)

The time at which the association between the agent and the knowledge base was created.

description
Required: Yes
Type: string

The description of the association between the agent and the knowledge base.

knowledgeBaseId
Required: Yes
Type: string

The unique identifier of the association between the agent and the knowledge base.

knowledgeBaseState
Required: Yes
Type: string

Specifies whether to use the knowledge base or not when sending an InvokeAgent request.

updatedAt
Required: Yes
Type: timestamp (string|DateTime or anything parsable by strtotime)

The time at which the association between the agent and the knowledge base was last updated.

AgentKnowledgeBaseSummary

Description

Contains details about a knowledge base associated with an agent.

Members
description
Type: string

The description of the knowledge base associated with an agent.

knowledgeBaseId
Required: Yes
Type: string

The unique identifier of the knowledge base associated with an agent.

knowledgeBaseState
Required: Yes
Type: string

Specifies whether the agent uses the knowledge base or not when sending an InvokeAgent request.

updatedAt
Required: Yes
Type: timestamp (string|DateTime or anything parsable by strtotime)

The time at which the knowledge base associated with an agent was last updated.

AgentSummary

Description

Contains details about an agent.

Members
agentId
Required: Yes
Type: string

The unique identifier of the agent.

agentName
Required: Yes
Type: string

The name of the agent.

agentStatus
Required: Yes
Type: string

The status of the agent.

description
Type: string

The description of the agent.

guardrailConfiguration
Type: GuardrailConfiguration structure

The details of the guardrails configuration in the agent summary.

latestAgentVersion
Type: string

The latest version of the agent.

updatedAt
Required: Yes
Type: timestamp (string|DateTime or anything parsable by strtotime)

The time at which the agent was last updated.

AgentVersion

Description

Contains details about a version of an agent.

Members
agentArn
Required: Yes
Type: string

The Amazon Resource Name (ARN) of the agent that the version belongs to.

agentId
Required: Yes
Type: string

The unique identifier of the agent that the version belongs to.

agentName
Required: Yes
Type: string

The name of the agent that the version belongs to.

agentResourceRoleArn
Required: Yes
Type: string

The Amazon Resource Name (ARN) of the IAM role with permissions to invoke API operations on the agent.

agentStatus
Required: Yes
Type: string

The status of the agent that the version belongs to.

createdAt
Required: Yes
Type: timestamp (string|DateTime or anything parsable by strtotime)

The time at which the version was created.

customerEncryptionKeyArn
Type: string

The Amazon Resource Name (ARN) of the KMS key that encrypts the agent.

description
Type: string

The description of the version.

failureReasons
Type: Array of strings

A list of reasons that the API operation on the version failed.

foundationModel
Type: string

The foundation model that the version invokes.

guardrailConfiguration
Type: GuardrailConfiguration structure

The guardrails configuration assigned to the agent version.

idleSessionTTLInSeconds
Required: Yes
Type: int

The number of seconds for which Amazon Bedrock keeps information about a user's conversation with the agent.

A user interaction remains active for the amount of time specified. If no conversation occurs during this time, the session expires and Amazon Bedrock deletes any data provided before the timeout.

instruction
Type: string

The instructions provided to the agent.

promptOverrideConfiguration
Type: PromptOverrideConfiguration structure

Contains configurations to override prompt templates in different parts of an agent sequence. For more information, see Advanced prompts.

recommendedActions
Type: Array of strings

A list of recommended actions to take for the failed API operation on the version to succeed.

updatedAt
Required: Yes
Type: timestamp (string|DateTime or anything parsable by strtotime)

The time at which the version was last updated.

version
Required: Yes
Type: string

The version number.

AgentVersionSummary

Description

Contains details about a version of an agent.

Members
agentName
Required: Yes
Type: string

The name of the agent to which the version belongs.

agentStatus
Required: Yes
Type: string

The status of the agent to which the version belongs.

agentVersion
Required: Yes
Type: string

The version of the agent.

createdAt
Required: Yes
Type: timestamp (string|DateTime or anything parsable by strtotime)

The time at which the version was created.

description
Type: string

The description of the version of the agent.

guardrailConfiguration
Type: GuardrailConfiguration structure

The details of the guardrails configuration in the agent version summary.

updatedAt
Required: Yes
Type: timestamp (string|DateTime or anything parsable by strtotime)

The time at which the version was last updated.

BedrockEmbeddingModelConfiguration

Description

The vector configuration details for the Bedrock embeddings model.

Members
dimensions
Type: int

The dimensions details for the vector configuration used on the Bedrock embeddings model.

ChunkingConfiguration

Description

Details about how to chunk the documents in the data source. A chunk refers to an excerpt from a data source that is returned when the knowledge base that it belongs to is queried.

Members
chunkingStrategy
Required: Yes
Type: string

Knowledge base can split your source data into chunks. A chunk refers to an excerpt from a data source that is returned when the knowledge base that it belongs to is queried. You have the following options for chunking your data. If you opt for NONE, then you may want to pre-process your files by splitting them up such that each file corresponds to a chunk.

  • FIXED_SIZE – Amazon Bedrock splits your source data into chunks of the approximate size that you set in the fixedSizeChunkingConfiguration.

  • NONE – Amazon Bedrock treats each file as one chunk. If you choose this option, you may want to pre-process your documents by splitting them into separate files.

fixedSizeChunkingConfiguration

Configurations for when you choose fixed-size chunking. If you set the chunkingStrategy as NONE, exclude this field.

ConflictException

Description

There was a conflict performing an operation.

Members
message
Type: string

DataSource

Description

Contains details about a data source.

Members
createdAt
Required: Yes
Type: timestamp (string|DateTime or anything parsable by strtotime)

The time at which the data source was created.

dataDeletionPolicy
Type: string

The data deletion policy for a data source.

dataSourceConfiguration
Required: Yes
Type: DataSourceConfiguration structure

Contains details about how the data source is stored.

dataSourceId
Required: Yes
Type: string

The unique identifier of the data source.

description
Type: string

The description of the data source.

failureReasons
Type: Array of strings

The detailed reasons on the failure to delete a data source.

knowledgeBaseId
Required: Yes
Type: string

The unique identifier of the knowledge base to which the data source belongs.

name
Required: Yes
Type: string

The name of the data source.

serverSideEncryptionConfiguration

Contains details about the configuration of the server-side encryption.

status
Required: Yes
Type: string

The status of the data source. The following statuses are possible:

  • Available – The data source has been created and is ready for ingestion into the knowledge base.

  • Deleting – The data source is being deleted.

updatedAt
Required: Yes
Type: timestamp (string|DateTime or anything parsable by strtotime)

The time at which the data source was last updated.

vectorIngestionConfiguration

Contains details about how to ingest the documents in the data source.

DataSourceConfiguration

Description

Contains details about how a data source is stored.

Members
s3Configuration
Type: S3DataSourceConfiguration structure

Contains details about the configuration of the S3 object containing the data source.

type
Required: Yes
Type: string

The type of storage for the data source.

DataSourceSummary

Description

Contains details about a data source.

Members
dataSourceId
Required: Yes
Type: string

The unique identifier of the data source.

description
Type: string

The description of the data source.

knowledgeBaseId
Required: Yes
Type: string

The unique identifier of the knowledge base to which the data source belongs.

name
Required: Yes
Type: string

The name of the data source.

status
Required: Yes
Type: string

The status of the data source.

updatedAt
Required: Yes
Type: timestamp (string|DateTime or anything parsable by strtotime)

The time at which the data source was last updated.

EmbeddingModelConfiguration

Description

The configuration details for the embeddings model.

Members
bedrockEmbeddingModelConfiguration

The vector configuration details on the Bedrock embeddings model.

FixedSizeChunkingConfiguration

Description

Configurations for when you choose fixed-size chunking. If you set the chunkingStrategy as NONE, exclude this field.

Members
maxTokens
Required: Yes
Type: int

The maximum number of tokens to include in a chunk.

overlapPercentage
Required: Yes
Type: int

The percentage of overlap between adjacent chunks of a data source.

Function

Description

Defines parameters that the agent needs to invoke from the user to complete the function. Corresponds to an action in an action group.

This data type is used in the following API operations:

Members
description
Type: string

A description of the function and its purpose.

name
Required: Yes
Type: string

A name for the function.

parameters
Type: Associative array of custom strings keys (Name) to ParameterDetail structures

The parameters that the agent elicits from the user to fulfill the function.

FunctionSchema

Description

Defines functions that each define parameters that the agent needs to invoke from the user. Each function represents an action in an action group.

This data type is used in the following API operations:

Members
functions
Type: Array of Function structures

A list of functions that each define an action in the action group.

GuardrailConfiguration

Description

The details of the guardrails configuration.

Members
guardrailIdentifier
Type: string

The guardrails identifier assigned to the guardrails configuration.

guardrailVersion
Type: string

The guardrails version assigned to the guardrails configuration.

InferenceConfiguration

Description

Contains inference parameters to use when the agent invokes a foundation model in the part of the agent sequence defined by the promptType. For more information, see Inference parameters for foundation models.

Members
maximumLength
Type: int

The maximum number of tokens to allow in the generated response.

stopSequences
Type: Array of strings

A list of stop sequences. A stop sequence is a sequence of characters that causes the model to stop generating the response.

temperature
Type: float

The likelihood of the model selecting higher-probability options while generating a response. A lower value makes the model more likely to choose higher-probability options, while a higher value makes the model more likely to choose lower-probability options.

topK
Type: int

While generating a response, the model determines the probability of the following token at each point of generation. The value that you set for topK is the number of most-likely candidates from which the model chooses the next token in the sequence. For example, if you set topK to 50, the model selects the next token from among the top 50 most likely choices.

topP
Type: float

While generating a response, the model determines the probability of the following token at each point of generation. The value that you set for Top P determines the number of most-likely candidates from which the model chooses the next token in the sequence. For example, if you set topP to 80, the model only selects the next token from the top 80% of the probability distribution of next tokens.

IngestionJob

Description

Contains details about an ingestion job, which converts a data source to embeddings for a vector store in knowledge base.

This data type is used in the following API operations:

Members
dataSourceId
Required: Yes
Type: string

The unique identifier of the ingested data source.

description
Type: string

The description of the ingestion job.

failureReasons
Type: Array of strings

A list of reasons that the ingestion job failed.

ingestionJobId
Required: Yes
Type: string

The unique identifier of the ingestion job.

knowledgeBaseId
Required: Yes
Type: string

The unique identifier of the knowledge base to which the data source is being added.

startedAt
Required: Yes
Type: timestamp (string|DateTime or anything parsable by strtotime)

The time at which the ingestion job started.

statistics
Type: IngestionJobStatistics structure

Contains statistics about the ingestion job.

status
Required: Yes
Type: string

The status of the ingestion job.

updatedAt
Required: Yes
Type: timestamp (string|DateTime or anything parsable by strtotime)

The time at which the ingestion job was last updated.

IngestionJobFilter

Description

Defines a filter by which to filter the results.

Members
attribute
Required: Yes
Type: string

The attribute by which to filter the results.

operator
Required: Yes
Type: string

The operation to carry out between the attribute and the values.

values
Required: Yes
Type: Array of strings

A list of values for the attribute.

IngestionJobSortBy

Description

Parameters by which to sort the results.

Members
attribute
Required: Yes
Type: string

The attribute by which to sort the results.

order
Required: Yes
Type: string

The order by which to sort the results.

IngestionJobStatistics

Description

Contains the statistics for the ingestion job.

Members
numberOfDocumentsDeleted
Type: long (int|float)

The number of source documents that was deleted.

numberOfDocumentsFailed
Type: long (int|float)

The number of source documents that failed to be ingested.

numberOfDocumentsScanned
Type: long (int|float)

The total number of source documents that were scanned. Includes new, updated, and unchanged documents.

numberOfMetadataDocumentsModified
Type: long (int|float)

The number of metadata files that were updated or deleted.

numberOfMetadataDocumentsScanned
Type: long (int|float)

The total number of metadata files that were scanned. Includes new, updated, and unchanged files.

numberOfModifiedDocumentsIndexed
Type: long (int|float)

The number of modified source documents in the data source that were successfully indexed.

numberOfNewDocumentsIndexed
Type: long (int|float)

The number of new source documents in the data source that were successfully indexed.

IngestionJobSummary

Description

Contains details about an ingestion job.

Members
dataSourceId
Required: Yes
Type: string

The unique identifier of the data source in the ingestion job.

description
Type: string

The description of the ingestion job.

ingestionJobId
Required: Yes
Type: string

The unique identifier of the ingestion job.

knowledgeBaseId
Required: Yes
Type: string

The unique identifier of the knowledge base to which the data source is added.

startedAt
Required: Yes
Type: timestamp (string|DateTime or anything parsable by strtotime)

The time at which the ingestion job was started.

statistics
Type: IngestionJobStatistics structure

Contains statistics for the ingestion job.

status
Required: Yes
Type: string

The status of the ingestion job.

updatedAt
Required: Yes
Type: timestamp (string|DateTime or anything parsable by strtotime)

The time at which the ingestion job was last updated.

InternalServerException

Description

An internal server error occurred. Retry your request.

Members
message
Type: string

KnowledgeBase

Description

Contains information about a knowledge base.

Members
createdAt
Required: Yes
Type: timestamp (string|DateTime or anything parsable by strtotime)

The time at which the knowledge base was created.

description
Type: string

The description of the knowledge base.

failureReasons
Type: Array of strings

A list of reasons that the API operation on the knowledge base failed.

knowledgeBaseArn
Required: Yes
Type: string

The Amazon Resource Name (ARN) of the knowledge base.

knowledgeBaseConfiguration
Required: Yes
Type: KnowledgeBaseConfiguration structure

Contains details about the embeddings configuration of the knowledge base.

knowledgeBaseId
Required: Yes
Type: string

The unique identifier of the knowledge base.

name
Required: Yes
Type: string

The name of the knowledge base.

roleArn
Required: Yes
Type: string

The Amazon Resource Name (ARN) of the IAM role with permissions to invoke API operations on the knowledge base.

status
Required: Yes
Type: string

The status of the knowledge base. The following statuses are possible:

  • CREATING – The knowledge base is being created.

  • ACTIVE – The knowledge base is ready to be queried.

  • DELETING – The knowledge base is being deleted.

  • UPDATING – The knowledge base is being updated.

  • FAILED – The knowledge base API operation failed.

storageConfiguration
Required: Yes
Type: StorageConfiguration structure

Contains details about the storage configuration of the knowledge base.

updatedAt
Required: Yes
Type: timestamp (string|DateTime or anything parsable by strtotime)

The time at which the knowledge base was last updated.

KnowledgeBaseConfiguration

Description

Contains details about the embeddings configuration of the knowledge base.

Members
type
Required: Yes
Type: string

The type of data that the data source is converted into for the knowledge base.

vectorKnowledgeBaseConfiguration

Contains details about the embeddings model that'sused to convert the data source.

KnowledgeBaseSummary

Description

Contains details about a knowledge base.

Members
description
Type: string

The description of the knowledge base.

knowledgeBaseId
Required: Yes
Type: string

The unique identifier of the knowledge base.

name
Required: Yes
Type: string

The name of the knowledge base.

status
Required: Yes
Type: string

The status of the knowledge base.

updatedAt
Required: Yes
Type: timestamp (string|DateTime or anything parsable by strtotime)

The time at which the knowledge base was last updated.

MongoDbAtlasConfiguration

Description

Contains details about the storage configuration of the knowledge base in MongoDB Atlas.

Members
collectionName
Required: Yes
Type: string

The collection name of the knowledge base in MongoDB Atlas.

credentialsSecretArn
Required: Yes
Type: string

The Amazon Resource Name (ARN) of the secret that you created in Secrets Manager that contains user credentials for your MongoDB Atlas cluster.

databaseName
Required: Yes
Type: string

The database name in your MongoDB Atlas cluster for your knowledge base.

endpoint
Required: Yes
Type: string

The endpoint URL of your MongoDB Atlas cluster for your knowledge base.

endpointServiceName
Type: string

The name of the VPC endpoint service in your account that is connected to your MongoDB Atlas cluster.

fieldMapping
Required: Yes
Type: MongoDbAtlasFieldMapping structure

Contains the names of the fields to which to map information about the vector store.

vectorIndexName
Required: Yes
Type: string

The name of the MongoDB Atlas vector search index.

MongoDbAtlasFieldMapping

Description

Contains the names of the fields to which to map information about the vector store.

Members
metadataField
Required: Yes
Type: string

The name of the field in which Amazon Bedrock stores metadata about the vector store.

textField
Required: Yes
Type: string

The name of the field in which Amazon Bedrock stores the raw text from your data. The text is split according to the chunking strategy you choose.

vectorField
Required: Yes
Type: string

The name of the field in which Amazon Bedrock stores the vector embeddings for your data sources.

OpenSearchServerlessConfiguration

Description

Contains details about the storage configuration of the knowledge base in Amazon OpenSearch Service. For more information, see Create a vector index in Amazon OpenSearch Service.

Members
collectionArn
Required: Yes
Type: string

The Amazon Resource Name (ARN) of the OpenSearch Service vector store.

fieldMapping
Required: Yes
Type: OpenSearchServerlessFieldMapping structure

Contains the names of the fields to which to map information about the vector store.

vectorIndexName
Required: Yes
Type: string

The name of the vector store.

OpenSearchServerlessFieldMapping

Description

Contains the names of the fields to which to map information about the vector store.

Members
metadataField
Required: Yes
Type: string

The name of the field in which Amazon Bedrock stores metadata about the vector store.

textField
Required: Yes
Type: string

The name of the field in which Amazon Bedrock stores the raw text from your data. The text is split according to the chunking strategy you choose.

vectorField
Required: Yes
Type: string

The name of the field in which Amazon Bedrock stores the vector embeddings for your data sources.

ParameterDetail

Description

Contains details about a parameter in a function for an action group.

This data type is used in the following API operations:

Members
description
Type: string

A description of the parameter. Helps the foundation model determine how to elicit the parameters from the user.

required
Type: boolean

Whether the parameter is required for the agent to complete the function for action group invocation.

type
Required: Yes
Type: string

The data type of the parameter.

PineconeConfiguration

Description

Contains details about the storage configuration of the knowledge base in Pinecone. For more information, see Create a vector index in Pinecone.

Members
connectionString
Required: Yes
Type: string

The endpoint URL for your index management page.

credentialsSecretArn
Required: Yes
Type: string

The Amazon Resource Name (ARN) of the secret that you created in Secrets Manager that is linked to your Pinecone API key.

fieldMapping
Required: Yes
Type: PineconeFieldMapping structure

Contains the names of the fields to which to map information about the vector store.

namespace
Type: string

The namespace to be used to write new data to your database.

PineconeFieldMapping

Description

Contains the names of the fields to which to map information about the vector store.

Members
metadataField
Required: Yes
Type: string

The name of the field in which Amazon Bedrock stores metadata about the vector store.

textField
Required: Yes
Type: string

The name of the field in which Amazon Bedrock stores the raw text from your data. The text is split according to the chunking strategy you choose.

PromptConfiguration

Description

Contains configurations to override a prompt template in one part of an agent sequence. For more information, see Advanced prompts.

Members
basePromptTemplate
Type: string

Defines the prompt template with which to replace the default prompt template. You can use placeholder variables in the base prompt template to customize the prompt. For more information, see Prompt template placeholder variables. For more information, see Configure the prompt templates.

inferenceConfiguration
Type: InferenceConfiguration structure

Contains inference parameters to use when the agent invokes a foundation model in the part of the agent sequence defined by the promptType. For more information, see Inference parameters for foundation models.

parserMode
Type: string

Specifies whether to override the default parser Lambda function when parsing the raw foundation model output in the part of the agent sequence defined by the promptType. If you set the field as OVERRIDEN, the overrideLambda field in the PromptOverrideConfiguration must be specified with the ARN of a Lambda function.

promptCreationMode
Type: string

Specifies whether to override the default prompt template for this promptType. Set this value to OVERRIDDEN to use the prompt that you provide in the basePromptTemplate. If you leave it as DEFAULT, the agent uses a default prompt template.

promptState
Type: string

Specifies whether to allow the agent to carry out the step specified in the promptType. If you set this value to DISABLED, the agent skips that step. The default state for each promptType is as follows.

  • PRE_PROCESSINGENABLED

  • ORCHESTRATIONENABLED

  • KNOWLEDGE_BASE_RESPONSE_GENERATIONENABLED

  • POST_PROCESSINGDISABLED

promptType
Type: string

The step in the agent sequence that this prompt configuration applies to.

PromptOverrideConfiguration

Description

Contains configurations to override prompts in different parts of an agent sequence. For more information, see Advanced prompts.

Members
overrideLambda
Type: string

The ARN of the Lambda function to use when parsing the raw foundation model output in parts of the agent sequence. If you specify this field, at least one of the promptConfigurations must contain a parserMode value that is set to OVERRIDDEN. For more information, see Parser Lambda function in Agents for Amazon Bedrock.

promptConfigurations
Required: Yes
Type: Array of PromptConfiguration structures

Contains configurations to override a prompt template in one part of an agent sequence. For more information, see Advanced prompts.

RdsConfiguration

Description

Contains details about the storage configuration of the knowledge base in Amazon RDS. For more information, see Create a vector index in Amazon RDS.

Members
credentialsSecretArn
Required: Yes
Type: string

The Amazon Resource Name (ARN) of the secret that you created in Secrets Manager that is linked to your Amazon RDS database.

databaseName
Required: Yes
Type: string

The name of your Amazon RDS database.

fieldMapping
Required: Yes
Type: RdsFieldMapping structure

Contains the names of the fields to which to map information about the vector store.

resourceArn
Required: Yes
Type: string

The Amazon Resource Name (ARN) of the vector store.

tableName
Required: Yes
Type: string

The name of the table in the database.

RdsFieldMapping

Description

Contains the names of the fields to which to map information about the vector store.

Members
metadataField
Required: Yes
Type: string

The name of the field in which Amazon Bedrock stores metadata about the vector store.

primaryKeyField
Required: Yes
Type: string

The name of the field in which Amazon Bedrock stores the ID for each entry.

textField
Required: Yes
Type: string

The name of the field in which Amazon Bedrock stores the raw text from your data. The text is split according to the chunking strategy you choose.

vectorField
Required: Yes
Type: string

The name of the field in which Amazon Bedrock stores the vector embeddings for your data sources.

RedisEnterpriseCloudConfiguration

Description

Contains details about the storage configuration of the knowledge base in Redis Enterprise Cloud. For more information, see Create a vector index in Redis Enterprise Cloud.

Members
credentialsSecretArn
Required: Yes
Type: string

The Amazon Resource Name (ARN) of the secret that you created in Secrets Manager that is linked to your Redis Enterprise Cloud database.

endpoint
Required: Yes
Type: string

The endpoint URL of the Redis Enterprise Cloud database.

fieldMapping
Required: Yes
Type: RedisEnterpriseCloudFieldMapping structure

Contains the names of the fields to which to map information about the vector store.

vectorIndexName
Required: Yes
Type: string

The name of the vector index.

RedisEnterpriseCloudFieldMapping

Description

Contains the names of the fields to which to map information about the vector store.

Members
metadataField
Required: Yes
Type: string

The name of the field in which Amazon Bedrock stores metadata about the vector store.

textField
Required: Yes
Type: string

The name of the field in which Amazon Bedrock stores the raw text from your data. The text is split according to the chunking strategy you choose.

vectorField
Required: Yes
Type: string

The name of the field in which Amazon Bedrock stores the vector embeddings for your data sources.

ResourceNotFoundException

Description

The specified resource Amazon Resource Name (ARN) was not found. Check the Amazon Resource Name (ARN) and try your request again.

Members
message
Type: string

S3DataSourceConfiguration

Description

Contains information about the S3 configuration of the data source.

Members
bucketArn
Required: Yes
Type: string

The Amazon Resource Name (ARN) of the bucket that contains the data source.

bucketOwnerAccountId
Type: string

The bucket account owner ID for the S3 bucket.

inclusionPrefixes
Type: Array of strings

A list of S3 prefixes that define the object containing the data sources. For more information, see Organizing objects using prefixes.

S3Identifier

Description

Contains information about the S3 object containing the resource.

Members
s3BucketName
Type: string

The name of the S3 bucket.

s3ObjectKey
Type: string

The S3 object key containing the resource.

ServerSideEncryptionConfiguration

Description

Contains the configuration for server-side encryption.

Members
kmsKeyArn
Type: string

The Amazon Resource Name (ARN) of the KMS key used to encrypt the resource.

ServiceQuotaExceededException

Description

The number of requests exceeds the service quota. Resubmit your request later.

Members
message
Type: string

StorageConfiguration

Description

Contains the storage configuration of the knowledge base.

Members
mongoDbAtlasConfiguration
Type: MongoDbAtlasConfiguration structure

Contains the storage configuration of the knowledge base in MongoDB Atlas.

opensearchServerlessConfiguration

Contains the storage configuration of the knowledge base in Amazon OpenSearch Service.

pineconeConfiguration
Type: PineconeConfiguration structure

Contains the storage configuration of the knowledge base in Pinecone.

rdsConfiguration
Type: RdsConfiguration structure

Contains details about the storage configuration of the knowledge base in Amazon RDS. For more information, see Create a vector index in Amazon RDS.

redisEnterpriseCloudConfiguration

Contains the storage configuration of the knowledge base in Redis Enterprise Cloud.

type
Required: Yes
Type: string

The vector store service in which the knowledge base is stored.

ThrottlingException

Description

The number of requests exceeds the limit. Resubmit your request later.

Members
message
Type: string

ValidationException

Description

Input validation failed. Check your request parameters and retry the request.

Members
fieldList
Type: Array of ValidationExceptionField structures

A list of objects containing fields that caused validation errors and their corresponding validation error messages.

message
Type: string

ValidationExceptionField

Description

Stores information about a field passed inside a request that resulted in an validation error.

Members
message
Required: Yes
Type: string

A message describing why this field failed validation.

name
Required: Yes
Type: string

The name of the field.

VectorIngestionConfiguration

Description

Contains details about how to ingest the documents in a data source.

Members
chunkingConfiguration
Type: ChunkingConfiguration structure

Details about how to chunk the documents in the data source. A chunk refers to an excerpt from a data source that is returned when the knowledge base that it belongs to is queried.

VectorKnowledgeBaseConfiguration

Description

Contains details about the model used to create vector embeddings for the knowledge base.

Members
embeddingModelArn
Required: Yes
Type: string

The Amazon Resource Name (ARN) of the model used to create vector embeddings for the knowledge base.

embeddingModelConfiguration
Type: EmbeddingModelConfiguration structure

The embeddings model configuration details for the vector model used in Knowledge Base.