bedrockagentruntime function

Agents for Amazon Bedrock Runtime

Contains APIs related to model invocation and querying of knowledge bases.

bedrockagentruntime(
  config = list(),
  credentials = list(),
  endpoint = NULL,
  region = NULL
)

Arguments

• config: Optional configuration of credentials, endpoint, and/or region.

  • credentials :

    • creds :

      • access_key_id : AWS access key ID
      • secret_access_key : AWS secret access key
      • session_token : AWS temporary session token

    • profile : The name of a profile to use. If not given, then the default profile is used.

    • anonymous : Set anonymous credentials.

  • endpoint : The complete URL to use for the constructed client.

  • region : The AWS Region used in instantiating the client.

  • close_connection : Immediately close all HTTP connections.

  • timeout : The time in seconds till a timeout exception is thrown when attempting to make a connection. The default is 60 seconds.

  • s3_force_path_style : Set this to true to force the request to use path-style addressing, i.e. http://s3.amazonaws.com/BUCKET/KEY.

  • sts_regional_endpoint : Set sts regional endpoint resolver to regional or legacy https://docs.aws.amazon.com/sdkref/latest/guide/feature-sts-regionalized-endpoints.html

• credentials: Optional credentials shorthand for the config parameter

  • creds :

    • access_key_id : AWS access key ID
    • secret_access_key : AWS secret access key
    • session_token : AWS temporary session token

  • profile : The name of a profile to use. If not given, then the default profile is used.

  • anonymous : Set anonymous credentials.

• endpoint: Optional shorthand for complete URL to use for the constructed client.

• region: Optional shorthand for AWS Region used in instantiating the client.

Returns

A client for the service. You can call the service's operations using syntax like svc$operation(...), where svc is the name you've assigned to the client. The available operations are listed in the Operations section.

Service syntax

svc <- bedrockagentruntime(
  config = list(
    credentials = list(
 creds = list(
   access_key_id = "string",
   secret_access_key = "string",
   session_token = "string"
 ),
 profile = "string",
 anonymous = "logical"
    ),
    endpoint = "string",
    region = "string",
    close_connection = "logical",
    timeout = "numeric",
    s3_force_path_style = "logical",
    sts_regional_endpoint = "string"
  ),
  credentials = list(
    creds = list(
 access_key_id = "string",
 secret_access_key = "string",
 session_token = "string"
    ),
    profile = "string",
    anonymous = "logical"
  ),
  endpoint = "string",
  region = "string"
)

Operations

delete_agent_memory	Deletes memory from the specified memory identifier
generate_query	Generates an SQL query from a natural language query
get_agent_memory	Gets the sessions stored in the memory of the agent
invoke_agent	Sends a prompt for the agent to process and respond to
invoke_flow	Invokes an alias of a flow to run the inputs that you specify and return the output of each node as a stream
invoke_inline_agent	Invokes an inline Amazon Bedrock agent using the configurations you provide with the request
optimize_prompt	Optimizes a prompt for the task that you specify
rerank	Reranks the relevance of sources based on queries
retrieve	Queries a knowledge base and retrieves information from it
retrieve_and_generate	Queries a knowledge base and generates responses based on the retrieved results and using the specified foundation model or inference profile
retrieve_and_generate_stream	Queries a knowledge base and generates responses based on the retrieved results, with output in streaming format

Examples

## Not run:

svc <- bedrockagentruntime()
svc$delete_agent_memory(
  Foo = 123
)
## End(Not run)