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@aws-mdaa/bedrock-agent-l3-construct

v1.5.0

Published

MDAA Bedrock Agent L3 Construct

Readme

Bedrock Agent L3 Construct

This construct provides a high-level abstraction for creating Amazon Bedrock Agents with associated resources.

Features

  • Agent Creation: Creates Bedrock agents with customizable configurations
  • Action Groups: Support for Lambda-based action groups with OpenAPI schemas
  • Knowledge Base Integration: Connect agents to knowledge bases for RAG capabilities
  • Guardrail Integration: Apply content filtering and safety guardrails
  • IAM Management: Automatic creation of required IAM policies and roles
  • Lambda Permissions: Automatic setup of Lambda invoke permissions for Bedrock

Usage

import { BedrockAgentL3Construct } from '@aws-mdaa/bedrock-agent-l3-construct';

const agent = new BedrockAgentL3Construct(this, 'MyAgent', {
  agentName: 'my-agent',
  agentConfig: {
    role: agentExecutionRole,
    foundationModel: 'anthropic.claude-3-sonnet-20240229-v1:0',
    instruction: 'You are a helpful assistant',
    description: 'My custom agent',
    actionGroups: [
      {
        actionGroupName: 'my-actions',
        actionGroupExecutor: {
          lambda: 'arn:aws:lambda:region:account:function:my-function'
        },
        description: 'Custom action group'
      }
    ]
  },
  kmsKey: myKmsKey,
  roleHelper: roleHelper,
  naming: naming
});

Configuration Options

Agent Properties

  • foundationModel: The foundation model to use (required)
  • instruction: Instructions for the agent (required)
  • role: Execution role for the agent (required)
  • description: Optional description
  • autoPrepare: Whether to auto-prepare the agent
  • idleSessionTtlInSeconds: Session timeout
  • agentAliasName: Optional alias name

Action Groups

  • actionGroupName: Name of the action group
  • actionGroupExecutor: Lambda function configuration
  • apiSchema: OpenAPI schema for the actions
  • description: Optional description

Knowledge Base Integration

  • knowledgeBases: Array of knowledge base associations
  • Each association includes ID, description, and state

Guardrail Integration

  • guardrail: Guardrail configuration with ID and version

IAM Permissions

The construct automatically creates IAM policies with permissions for:

  • Foundation model invocation
  • KMS key usage
  • Knowledge base retrieval (if configured)
  • Guardrail application (if configured)

Dependencies

  • @aws-mdaa/iam-constructs
  • @aws-mdaa/iam-role-helper
  • @aws-mdaa/kms-constructs
  • @aws-mdaa/l3-construct
  • aws-cdk-lib
  • constructs