Multimodal Batch Inference on Amazon Bedrock with Anthropic Claude 3.5 Sonnet

Explore Amazon Bedrock’s batch inference capabilities with multimodal models like Anthropic Claude 3.5 Sonnet to generate cost-effective bulk image titles, descriptions, and keywords.

Bedrock Batch Inference IAM Permissions

See the AWS documentation for more details.

IAM Policy Permissions

{
 "Version": "2012-10-17",
 "Statement": [
 {
 "Sid": "PermissionsBatchInference",
 "Effect": "Allow",
 "Action": [
 "bedrock:ListFoundationModels",
 "bedrock:GetFoundationModel",
 "bedrock:TagResource",
 "bedrock:UntagResource",
 "bedrock:ListTagsForResource",
 "bedrock:CreateModelInvocationJob",
 "bedrock:GetModelInvocationJob",
 "bedrock:ListModelInvocationJobs",
 "bedrock:StopModelInvocationJob",
 "s3:ListBucket",
 "s3:GetObject",
 "s3:PutObject"
 ],
 "Resource": "*"
 }
 ]
}

IAM Role Trusted Entities

See the AWS documentation for more details.

{
 "Version": "2012-10-17",
 "Statement": [
 {
 "Sid": "1",
 "Effect": "Allow",
 "Principal": {
 "Service": "bedrock.amazonaws.com"
 },
 "Action": "sts:AssumeRole",
 "Condition": {
 "StringEquals": {
 "aws:SourceAccount": "<your_account_id>"
 },
 "ArnEquals": {
 "aws:SourceArn": "arn:aws:bedrock:us-east-1:<your_account_id>:model-invocation-job/*"
 }
 }
 }
 ]
}

EventBridge Rule Event Pattern

{
 "source": ["aws.bedrock"],
 "detail-type": ["Batch Inference Job State Change"],
 "detail": {
 "status": ["Submitted", "Scheduled", "Stopped", "Completed", "Failed"]
 }
}

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