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Bob Strahan
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docs/deployment.md

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**Pattern Parameter Options:**
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* `Pattern1` - Packet or Media processing with Bedrock Data Automation (BDA)
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* `Pattern1 - Packet or Media processing with Bedrock Data Automation (BDA)`
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* Can use an existing BDA project or create a new demo project
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* `Pattern2` - Packet processing with Textract and Bedrock
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* `Pattern2 - Packet processing with Textract and Bedrock`
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* Supports both page-level and holistic classification
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* Recommended for first-time users
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* `Pattern3` - Packet processing with Textract, SageMaker(UDOP), and Bedrock
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* `Pattern3 - Packet processing with Textract, SageMaker(UDOP), and Bedrock`
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* Requires a UDOP model in S3 that will be deployed on SageMaker
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After deployment, check the Outputs tab in the CloudFormation console to find links to dashboards, buckets, workflows, and other solution resources.

docs/pattern-3.md

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## Fine tuning a UDOP model for classification
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See [Fine-Tuning Models on SageMaker](./fine-tune-sm-udop-classification/README.md)
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See [Fine-Tuning Models on SageMaker](../patterns/pattern-3/fine-tune-sm-udop-classification/README.md)
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Once you have trained the model, deploy the GenAIIDP stack for Pattern-3 using the path for your new fine tuned model.
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patterns/pattern-2/template.yaml

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AWSTemplateFormatVersion: '2010-09-09'
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Transform: AWS::Serverless-2016-10-31
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Description: AWS GenAI IDP Accelerator - resources for IDP Pattern 2
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Description: AWS GenAI IDP Accelerator - resources for IDP Pattern 2 (Bedrock FMs)
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Parameters:
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Value: !Ref StateMachineLogGroup
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DashboardName:
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Description: Name of the Pattern 1 CloudWatch Dashboard
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Description: Name of the Pattern 2 (Bedrock FMs) CloudWatch Dashboard
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Value: !Ref Dashboard
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DashboardArn:
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Description: ARN of the Pattern 1 CloudWatch Dashboard
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Description: ARN of the Pattern 2 (Bedrock FMs) CloudWatch Dashboard
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Value: !Sub "arn:${AWS::Partition}:cloudwatch::${AWS::AccountId}:dashboard/${Dashboard}"

patterns/pattern-3/template.yaml

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Dashboard:
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Type: AWS::CloudWatch::Dashboard
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Properties:
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DashboardName: !Sub "${AWS::StackName}-${AWS::Region}-Pattern2-Subset"
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DashboardName: !Sub "${AWS::StackName}-${AWS::Region}-Pattern3-Subset"
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DashboardBody: !Sub |
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{
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"widgets": [

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