Skip to content

Latest commit

 

History

History

case-summarization

Folders and files

NameName
Last commit message
Last commit date

parent directory

..
 
 
 
 
 
 
 
 
 
 
 
 

AWS Support Case Summarization Plugin

About

This plugin is aimed at augmenting the exerience of the AWS Support Cases Radar which is part of the Cloud Intelligence Dashboards Framework by leveraging Generative AI powered by Amazon Bedrock to summarize AWS Support Case Communications and help customers achieve operation excellence.

This plugin contains the following elements:

  • case-summarization - a CloudFormation Template for deploying the AWS Support Case Summarization Plugin that integrates seamlessly with the Data Collection Framework.

Architecture

Architecture

Reasonable Defaults

This plugin comes with the following reasonable defaults that can be overriden through the parameters exposed by the CloudFormation template:

Parameter Description Default
BedrockRegion The AWS Region from which the Summarization is performed us-east-1
Instructions Additional instructions passed to the Large Language Model for the summarization process customizability ''
Provider Large Language Model Provider for the summarization process customizability Anthropic
FoundationModel Foundation Model to be used for the summarization process Claude 3.5 Sonnet
InferenceType Summarization process Inference Type 'ON_DEMAND'
Temperature Summarization process Temperature 0
MaxTokens Summarization process Maximum Tokens 8096
MaxRetries Summarization process Maximum Retries 30
Timeout Summarization process Timeout in seconds 60
BatchSize Summarization process Batch Size for parallel processing 1

Installation

1. Enable Amazon Bedrock Target Model Access In the Data Collection Account

2. Deploy the AWS Support Case Summarization Stack In the Data Collection Account

* <kbd> <br> [Launch Stack >>](https://console.aws.amazon.com/cloudformation/home#/stacks/create/review?&templateURL=https://aws-managed-cost-intelligence-dashboards.s3.amazonaws.com/cfn/case-summarization/case-summarization.yaml&stackName=CidSupportCaseSummarizationStack)  <br> </kbd>

Guardrail

See GUARDRAIL for more information.

Support and Contribution

See CONTRIBUTING for more information.

Security

See SECURITY for more information.

Limitations

As of today, the AWS Support Cases Summarization plugin does not make use of Amazon Bedrock Guardrails. See issue.

License

This project is licensed under the Apache-2.0 License.