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| 1 | +## AWS Support Case Summarization Plugin |
| 2 | + |
| 3 | +### About |
| 4 | + |
| 5 | +This plugin is aimed at augmenting the exerience of the AWS Support Cases Radar which is part of the [Cloud Intelligence Dashboards Framework](https://catalog.workshops.aws/awscid) by leveraging Generative AI powered by Amazon Bedrock to summarize AWS Support Case Communications and help customers achieve operation excellence. |
| 6 | + |
| 7 | +This plugin contains the following elements: |
| 8 | +* [case-summarization](README.md) - a CloudFormation Template for deploying the AWS Support Case Summarization Plugin that integrates seamlessly with the Data Collection Framework. |
| 9 | + |
| 10 | +### Architecture |
| 11 | + |
| 12 | + |
| 13 | + |
| 14 | +### Reasonable Defaults |
| 15 | + |
| 16 | +This plugin comes with the following reasonable defaults that can be overriden through the parameters exposed by the CloudFormation template: |
| 17 | + |
| 18 | +| Parameter | Description | Default | |
| 19 | +| --- | --- | --- | |
| 20 | +| BedrockRegion | The AWS Region from which the Summarization is performed | us-east-1 | |
| 21 | +| Instructions | Additional instructions passed to the Large Language Model for the summarization process customizability | '' | |
| 22 | +| Provider | Large Language Model Provider for the summarization process customizability | Anthropic | |
| 23 | +| FoundationModel | Foundation Model to be used for the summarization process | Claude 3.5 Sonnet | |
| 24 | +| InferenceType | Summarization process Inference Type | 'ON_DEMAND' | |
| 25 | +| Temperature | Summarization process Temperature | 0 | |
| 26 | +| MaxTokens | Summarization process Maximum Tokens | 8096 | |
| 27 | +| MaxRetries | Summarization process Maximum Retries | 30 | |
| 28 | +| Timeout | Summarization process Timeout in seconds | 60 | |
| 29 | +| BatchSize | Summarization process Batch Size for parallel processing | 1 | |
| 30 | + |
| 31 | +### Installation |
| 32 | + |
| 33 | +#### 1. Enable Amazon Bedrock Target Model Access In the Data Collection Account |
| 34 | + |
| 35 | +- See [Add or remove access to Amazon Bedrock foundation models](https://docs.aws.amazon.com/bedrock/latest/userguide/model-access-modify.html) for guidance. |
| 36 | + |
| 37 | +#### 2. Deploy the AWS Support Case Summarization Stack In the Data Collection Account |
| 38 | + |
| 39 | + * <kbd> <br> [Launch Stack >>](https://console.aws.amazon.com/cloudformation/home#/stacks/create/review?&templateURL=https://aws-managed-cost-intelligence-dashboards-us-east-1.s3.amazonaws.com/cfn/plugins/support-case-summarization/deploy/case-summarization.yaml&stackName=CidSupportCaseSummarizationStack¶m_BedrockRegion=REPLACE%20WITH%20TARGET%20REGION) <br> </kbd> |
| 40 | + |
| 41 | +## Support and Contribution |
| 42 | + |
| 43 | +See [CONTRIBUTING](CONTRIBUTING.md) for more information. |
| 44 | + |
| 45 | +## Security |
| 46 | + |
| 47 | +See [SECURITY](SECURITY.md) for more information. |
| 48 | + |
| 49 | +## Limitations |
| 50 | + |
| 51 | +As of today, the AWS Support Cases Summarization plugin does not make use of Amazon Bedrock Guardrails. See [issue](https://github.com/run-llama/llama_index/issues/17217). |
| 52 | + |
| 53 | +## License |
| 54 | + |
| 55 | +This project is licensed under the Apache-2.0 License. |
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