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v0.3.0

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@rstrahan rstrahan released this 31 May 01:26
· 4653 commits to main since this release
v0.3.0
9767358

[0.3.0]

Added

  • Visual Edit Feature for Document Processing

    • Interactive visual interface for editing extracted document data combining document image display with overlay annotations and form-based editing.
    • Split-Pane Layout, showing page image(s) and extraction inference results side by side
    • Zoom & Pan Controls for page image
    • Bounding Box Overlay System (Pattern-1 BDA only)
    • Confidence Scores (Pattern-1 BDA only)
    • User Experience Benefits
      • Visual context showing exactly where data was extracted from in original documents
      • Precision editing with visual verification ensuring accuracy of extracted data
      • Real-time visual connection between form fields and document locations
      • Efficient workflow eliminating context switching between viewing and editing

  • Enhanced Few Shot Example Support in Pattern-2

    • Added comprehensive few shot learning capabilities to improve classification and extraction accuracy
    • Support for example-based prompting with concrete document examples and expected outputs
    • Configuration of few shot examples through document class definitions with examples field
    • Each example includes name, classPrompt, attributesPrompt, and imagePath parameters
    • Enhanced imagePath Support: Now supports single files, local directories, or S3 prefixes with multiple images
      • Automatic discovery of all image files with supported extensions (.jpg, .jpeg, .png, .gif, .bmp, .tiff, .tif, .webp)
      • Images sorted alphabetically in prompt by filename for consistent ordering
    • Automatic integration of examples into classification and extraction prompts via {FEW_SHOT_EXAMPLES} placeholder
    • Demonstrated in config_library/pattern-2/few_shot_example configuration with letter, email, and multi-page bank-statement examples
    • Environment variable support for path resolution (CONFIGURATION_BUCKET and ROOT_DIR)
    • Updated documentation in classification and extraction README files and Pattern-2 few-shot examples guide

  • Bedrock Prompt Caching Support

    • Added support for <<CACHEPOINT>> delimiter in prompts to enable Bedrock prompt caching
    • Prompts can now be split into static (cacheable) and dynamic sections for improved performance and cost optimization
    • Available in classification, extraction, and summarization prompts across all patterns
    • Automatic detection and processing of cache point delimiters in BedrockClient

  • Configuration Library Support

    • Added config_library/ directory with pre-built configuration templates for all patterns
    • Configuration now loaded from S3 URIs instead of being defined inline in CloudFormation templates
    • Support for multiple configuration presets per pattern (e.g., default, checkboxed_attributes_extraction, medical_records_summarization, few_shot_example)
    • New ConfigurationDefaultS3Uri parameter allows specifying custom S3 configuration sources
    • Enhanced configuration management with separation of infrastructure and business logic

Fixed

  • Lambda Configuration Reload Issue
    • Fixed lambda functions loading configuration globally which prevented configuration updates from being picked up during warm starts

Changed

  • Simplified Model Configuration Architecture

    • Removed individual model parameters from main template: Pattern1SummarizationModel, Pattern2ClassificationModel, Pattern2ExtractionModel, Pattern2SummarizationModel, Pattern3ExtractionModel, Pattern3SummarizationModel, EvaluationLLMModelId
    • Model selection now handled through enum constraints in UpdateSchemaConfig sections within each pattern template
    • Added centralized IsSummarizationEnabled parameter (true|false) to control summarization functionality across all patterns
    • Updated all pattern templates to use new boolean parameter instead of checking if model is "DISABLED"
    • Refactored IsSummarizationEnabled conditions in all pattern templates to use the new parameter
    • Maintained backward compatibility while significantly reducing parameter complexity

  • Documentation Restructure

    • Simplified and condensed README
    • Added new ./docs folder with detailed documentation
    • New Contribution Guidelines
    • GitHub Issue Templates
    • Added documentation clarifying the separation between GenAIIDP solution issues and underlying AWS service concerns
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