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Access Denied: Bedrock Agent fails to use cross-region Guardrail

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I am having trouble using a Bedrock Guardrail with a Bedrock Agent when they are in different regions. My goal is to use a Guardrail with the "Standard" tier, which requires a cross-region setup for my agent.

My Setup:

  • Bedrock Agent Region: ap-northeast-1
  • Guardrail Region: ap-northeast-1 (The Guardrail itself is here, but I need to invoke it from an agent that may be in a different region, or use Guardrail profiles from other regions).
  • IAM Role: The IAM policy below is attached to the execution role for the Bedrock Agent.

The Problem: When I try to run the agent from the console, I receive the following error: Access denied when calling Bedrock. Check your request permissions and retry the request.

If I disable or detach the Guardrail from the agent, the agent works correctly and returns a response. This makes me believe the issue is specifically with the permissions for the Guardrail.

IAM Policy: I created the following IAM policy based on the AWS documentation, but it doesn't seem to be working. I have included multiple regions because I am trying to authorize cross-region usage.

{
    "Version": "2012-10-17",
    "Statement": [
        {
            "Effect": "Allow",
            "Action": "bedrock:ApplyGuardrail",
            "Resource": [
                "arn:aws:bedrock:ap-northeast-1:ACCOUNT_ID:guardrail/GUARDRAIL_ID",
                "arn:aws:bedrock:ap-south-1:ACCOUNT_ID:guardrail-profile/apac.guardrail.v1:0",
                "arn:aws:bedrock:ap-northeast-3:ACCOUNT_ID:guardrail-profile/apac.guardrail.v1:0",
                "arn:aws:bedrock:ap-northeast-2:ACCOUNT_ID:guardrail-profile/apac.guardrail.v1:0",
     "arn:aws:bedrock:ap-northeast-1:ACCOUNT_ID:guardrail-profile/apac.guardrail.v1:0",
                "arn:aws:bedrock:ap-southeast-1:ACCOUNT_ID:guardrail-profile/apac.guardrail.v1:0",
                "arn:aws:bedrock:ap-southeast-2:ACCOUNT_ID:guardrail-profile/apac.guardrail.v1:0"
            ]
        }
    ]
}

(Note: ACCOUNT_ID and GUARDRAIL_ID have been replaced for security.)

My Question: What could be causing this "Access Denied" error when using a Guardrail with a Bedrock Agent? Is there something wrong with my IAM policy, or is there another permission or limitation I am missing for using cross-region Guardrails with an Agent?

Thank you for your help.

1 Answer
0

There are a few potential issues causing the "Access Denied" error when using your Bedrock Guardrail with a Bedrock Agent across regions:

  1. IAM Policy-based Guardrail Enforcement Limitation: There's a known limitation when using IAM policy-based guardrail enforcement with Bedrock Agents. When a role is configured with a specific guardrail requirement, it shouldn't be used to access services like Bedrock Agents' InvokeAgent. This is because Agents make multiple InvokeModel calls behind the scenes, and not all of these calls include the required guardrail, resulting in AccessDenied errors.

  2. Missing Permissions: Your IAM policy includes bedrock:ApplyGuardrail, but you might also need additional permissions for the agent to function properly, such as bedrock:InvokeAgent or bedrock:InvokeModel.

  3. Resource-based Policy for Lambda Functions: If your Bedrock Agent uses Lambda functions, you need to add a resource-based policy statement on those Lambda functions. This involves:

  • Going to the Lambda function's Configuration tab
  • Selecting Permissions
  • Adding a new permission under Resource-based Policy Statements
  • Setting the Principal to "bedrock.amazonaws.com"
  • Specifying your Bedrock Agent's ARN as the Source ARN
  • Allowing the "lambda:InvokeFunction" action
  1. Separate Roles Recommendation: Consider using separate IAM roles - one for direct model access with guardrails and another for accessing composite Bedrock services like Agents.

  2. Cross-Region VPC Endpoint Limitations: If you're using VPC endpoints, be aware that accessing Bedrock in another region via a VPC endpoint in a different region may not be directly supported. You might need to connect to a VPC in the same region as Bedrock using VPC peering or similar methods.

To resolve this issue, I recommend:

  1. Create a separate IAM role specifically for your Bedrock Agent without guardrail enforcement requirements
  2. Ensure all necessary permissions are included in your policies
  3. Add resource-based policies to any Lambda functions used by your agent
  4. Review your cross-region setup to ensure it aligns with supported configurations
    Sources
    Agent: Error: An error occurred (accessDeniedException) when calling the InvokeAgent operation: Access denied when calling Bedrock. | AWS re:Post
    Amazon Bedrock Guardrails announces IAM Policy-based enforcement to deliver safe AI interactions | AWS Machine Learning Blog
    Error when Bedrock agent invoke lambda | AWS re:Post
    Cross-Region Bedrock Access via VPC Endpoint and Guardrails | AWS re:Post

answered a year ago

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