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Bob Strahan
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Revert Lambda runtime from python3.13 to python3.12 to resolve build dependencies
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‎CHANGELOG.md‎

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- Enhanced developer experience with rich console output and clear progress indicators
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- Better error diagnostics and troubleshooting capabilities
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- **Reverted to python3.12 runtime to resolve build package dependency problems**
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### Technical Improvements
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- **Build System Optimization**: Checksum-based incremental builds reduce unnecessary processing time

‎docs/troubleshooting.md‎

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**Python Runtime Error:**
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```
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Error: PythonPipBuilder:Validation - Binary validation failed for python, searched for python in following locations: [...] which did not satisfy constraints for runtime: python3.13
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Error: PythonPipBuilder:Validation - Binary validation failed for python, searched for python in following locations: [...] which did not satisfy constraints for runtime: python3.12
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```
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**Resolution:** Install Python 3.13 and ensure it's in your PATH, or use the `--use-container` flag for containerized builds.
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‎notebooks/examples/demo-lambda/template.yml‎

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PermissionsBoundary: !If [HasPermissionsBoundary, !Ref PermissionsBoundaryArn, !Ref AWS::NoValue]
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CodeUri: ./
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Handler: GENAIIDP-notebook-demo-extractor.lambda_handler
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Runtime: python3.13
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Runtime: python3.12
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Timeout: 300
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MemorySize: 512
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Description: Demo Lambda function for GenAI IDP Custom Prompt Generator demonstration

‎notebooks/misc/bedrock_client_cachepoint_test.ipynb‎

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"\u001b[33mWARNING: There was an error checking the latest version of pip.\u001b[0m\u001b[33m\n",
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"\u001b[0mNote: you may need to restart the kernel to use updated packages.\n",
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"Version: 0.3.4\n",
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"Location: /home/ec2-user/.local/lib/python3.13/site-packages\n",
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"Location: /home/ec2-user/.local/lib/python3.12/site-packages\n",
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"Note: you may need to restart the kernel to use updated packages.\n"
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]
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}

‎notebooks/misc/bedrock_client_test.ipynb‎

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"Note: you may need to restart the kernel to use updated packages.\n",
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"Note: you may need to restart the kernel to use updated packages.\n",
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"Version: 0.2.19\n",
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"Location: /Users/miislamg/miniconda3/envs/genaiic-idp-accelerator/lib/python3.13/site-packages\n",
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"Location: /Users/miislamg/miniconda3/envs/genaiic-idp-accelerator/lib/python3.12/site-packages\n",
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"Note: you may need to restart the kernel to use updated packages.\n"
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]
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}

‎notebooks/misc/e2e-example-with-assessment.ipynb‎

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"\u001b[33mWARNING: There was an error checking the latest version of pip.\u001b[0m\u001b[33m\n",
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"\u001b[0mNote: you may need to restart the kernel to use updated packages.\n",
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"Version: 0.3.4\n",
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"Location: /home/ec2-user/.local/lib/python3.13/site-packages\n",
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"Location: /home/ec2-user/.local/lib/python3.12/site-packages\n",
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"Note: you may need to restart the kernel to use updated packages.\n"
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]
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}

‎notebooks/misc/e2e-holistic-packet-classification.ipynb‎

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"\u001b[33mWARNING: There was an error checking the latest version of pip.\u001b[0m\u001b[33m\n",
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"\u001b[0mNote: you may need to restart the kernel to use updated packages.\n",
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"Version: 0.2.21\n",
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"Location: /home/ec2-user/miniconda/lib/python3.13/site-packages\n",
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"Location: /home/ec2-user/miniconda/lib/python3.12/site-packages\n",
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"Note: you may need to restart the kernel to use updated packages.\n"
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]
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}

‎options/bda-lending-project/template.yaml‎

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CodeUri: src/bda_project_lambda/
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Handler: index.handler
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Role: !GetAtt LambdaExecutionRole.Arn
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Runtime: python3.13
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Runtime: python3.12
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Timeout: 300
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MemorySize: 256
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Environment:

‎options/bedrockkb/template.yaml‎

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Properties:
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PermissionsBoundary: !If [HasPermissionsBoundary, !Ref PermissionsBoundaryArn, !Ref AWS::NoValue]
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Handler: index.handler
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Runtime: python3.13
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Runtime: python3.12
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Timeout: 30
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InlineCode: |
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import cfnresponse
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Properties:
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PermissionsBoundary: !If [HasPermissionsBoundary, !Ref PermissionsBoundaryArn, !Ref AWS::NoValue]
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Handler: index.handler
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Runtime: python3.13
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Runtime: python3.12
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Timeout: 30
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import cfnresponse
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Handler: oss_handler.lambda_handler
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MemorySize: 1024
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Role: !GetAtt OpenSearchLambdaExecutionRole.Arn
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Runtime: python3.13
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Runtime: python3.12
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Timeout: 840
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CodeUri: ./src/opensearch_index_custom_resource
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Environment:
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Properties:
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Handler: handler.lambda_handler
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Role: !GetAtt "StartIngestionJobFunctionRole.Arn"
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Runtime: python3.13
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Runtime: python3.12
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Timeout: 600
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MemorySize: 128
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Code: ./src/start_ingestion_job_custom_resource

‎patterns/pattern-1/template.yaml‎

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PermissionsBoundary: !If [HasPermissionsBoundary, !Ref PermissionsBoundaryArn, !Ref AWS::NoValue]
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CodeUri: src/bda_invoke_function/
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Handler: index.handler
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Runtime: python3.13
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Runtime: python3.12
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Timeout: 900
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MemorySize: 4096
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Environment:
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PermissionsBoundary: !If [HasPermissionsBoundary, !Ref PermissionsBoundaryArn, !Ref AWS::NoValue]
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CodeUri: src/processresults_function/
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Handler: index.handler
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Runtime: python3.12
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Timeout: 900
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MemorySize: 4096
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PermissionsBoundary: !If [HasPermissionsBoundary, !Ref PermissionsBoundaryArn, !Ref AWS::NoValue]
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CodeUri: src/summarization_function/
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Handler: index.handler
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Runtime: python3.12
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Timeout: 900
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MemorySize: 4096
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Environment:
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PermissionsBoundary: !If [HasPermissionsBoundary, !Ref PermissionsBoundaryArn, !Ref AWS::NoValue]
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CodeUri: src/bda_completion_function/
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Handler: index.handler
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Runtime: python3.13
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Runtime: python3.12
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Timeout: 900
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MemorySize: 4096
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Environment:
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Handler: index.lambda_handler
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LoggingConfig:
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LogGroup: !Ref HITLProcessLambdaLogGroup
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Runtime: python3.12
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Timeout: 300
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CodeUri: src/hitl-process-function/
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Role: !GetAtt HITLProcessLambdaRole.Arn
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PermissionsBoundary: !If [HasPermissionsBoundary, !Ref PermissionsBoundaryArn, !Ref AWS::NoValue]
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CodeUri: src/hitl-wait-function/
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Handler: index.lambda_handler
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Timeout: 60
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MemorySize: 256
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PermissionsBoundary: !If [HasPermissionsBoundary, !Ref PermissionsBoundaryArn, !Ref AWS::NoValue]
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CodeUri: src/hitl-status-update-function/
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Handler: index.handler
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Runtime: python3.12
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Timeout: 300
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MemorySize: 512
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Environment:

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