Merge branch 'develop' of ssh.gitlab.aws.dev:genaiic-reusable-assets/engagement-artifacts/genaiic-idp-accelerator into develop

Author: mmiakashs

CHANGELOG.md

@@ -5,8 +5,21 @@ SPDX-License-Identifier: MIT-0
 
 ## [Unreleased]
 
+### Changed
+
+- Updated lending_package.pdf sample with more realistic driver's license image
+
+### Added
+
+## [0.3.8]
+
 ### Added
 
+- **Lending Package Configuration Support for Pattern-2**
+  - Added new `lending-package-sample` configuration to Pattern-2, providing comprehensive support for lending and financial document processing workflows
+  - New default configuration for Pattern-2 stack deployments, optimized for loan applications, mortgage processing, and financial verification documents
+  - Previous `rvl-cdip-sample` configuration remains available by selecting `rvl-cdip-package-sample` for the `Pattern2Configuration` parameter when deploying or updating stacks
+
 - **Text Confidence View for Document Pages**
   - Added support for displaying OCR text confidence data through new `TextConfidenceUri` field
   - New "Text Confidence View" option in the UI pages panel alongside existing Markdown and Text views
@@ -20,28 +33,38 @@ SPDX-License-Identifier: MIT-0
   - Configurable through Web UI without requiring code changes or redeployment
 
 ### Changed
+
 - **Converted text confidence data format from JSON to markdown table for improved readability and reduced token usage**
   - Removed unnecessary "page_count" field
   - Changed "text_blocks" array to "text" field containing a markdown table with Text and Confidence columns
   - Reduces prompt size for assessment service while improving UI readability
   - OCR confidence values now rounded to 1 decimal point (e.g., 99.1, 87.3) for cleaner display
   - Markdown table headers now explicitly left-aligned using `|:-----|:-----------|` format for consistent appearance
+
 - **Simplified OCR Service Initialization**
   - OCR service now accepts a single `config` dictionary parameter for cleaner, more consistent API
   - Aligned with classification service pattern for better consistency across IDP services
   - Backward compatibility maintained - old parameter pattern still supported with deprecation warning
   - Updated all lambda functions and notebooks to use new simplified pattern
 - Removed fixed image target_height and target_width from default configurations, so images are processed in original resolution by default.
 
+- **Updated Default Configuration for Pattern1 and Pattern2**
+  - Changed default configuration for new stacks from "default" to "lending-package-sample" for both Pattern1 and Pattern2
+  - Maintains backward compatibility for stack updates by keeping the parameter value "default" mapped to the rvl-cdip-sample for pattern-2.
+
+- **Reduce assessment step costs**
+  - Default model for granular assessment is now `us.amazon.nova-lite-v1:0` - experimentation recommended
+  - Improved placement of <<CACHEPOINT>> tags in assessment prompt to improve utilization of prompt caching
 
 ### Fixed
+
 - **Fixed Image Resizing Behavior for High-Resolution Documents**
   - Fixed issue where empty strings in image configuration were incorrectly resizing images to default 951x1268 pixels instead of preserving original resolution
   - Empty strings (`""`) in `target_width` and `target_height` configuration now preserve original document resolution for maximum processing accuracy
 - Fixed issue where PNG files were being unnecessarily converted to JPEG format and resized to lower resolution with lost quality
 - Fixed issue where PNG and JPG image files were not rendering inline in the Document Details page
 - Fixed issue where PDF files were being downloaded instead of displayed inline
-
+- Fixed pricing data for cacheWrite tokens for Amazon Nova models to resolve innacurate cost estimation in UI.
 
 
 ## [0.3.7]

README.md

@@ -23,6 +23,10 @@ SPDX-License-Identifier: MIT-0
 
 A scalable, serverless solution for automated document processing and information extraction using AWS services. This system combines OCR capabilities with generative AI to convert unstructured documents into structured data at scale.
 
+https://github.com/user-attachments/assets/272b543b-e506-48ce-acc1-361422d22322
+
+White-glove customization, deployment, and integration support for production use cases is also available through [AWS Professional Services](https://aws.amazon.com/professional-services/).
+
 ## Key Features
 
 - **Serverless Architecture**: Built entirely on AWS serverless technologies including Lambda, Step Functions, SQS, and DynamoDB
@@ -73,8 +77,8 @@ After deployment, you can quickly process a document and view results:
    - **Via S3**: Upload directly to the S3 input bucket (find the bucket URL in CloudFormation stack Outputs)
 
 2. **Use Sample Documents**:
-   - For Pattern 1 (BDA): Use [samples/lending_package.pdf](./samples/lending_package.pdf)
-   - For Patterns 2 and 3: Use [samples/rvl_cdip_package.pdf](./samples/rvl_cdip_package.pdf)
+   - For Patterns 1 (BDA) and Pattern 2: Use [samples/lending_package.pdf](./samples/lending_package.pdf)
+   - For Pattern 3 (UDOP): Use [samples/rvl_cdip_package.pdf](./samples/rvl_cdip_package.pdf)
 
 3. **Monitor Processing**:
    - **Via Web UI**: Track document status on the dashboard
@@ -105,8 +109,8 @@ To update an existing GenAIIDP stack to a new version:
 7. For detailed instructions, see the [Deployment Guide](./docs/deployment.md#updating-an-existing-stack)
 
 For testing, use these sample files:
-- Pattern-1 BDA default project: `samples/lending_package.pdf`
-- Patterns 2 and 3 default configurations: `samples/rvl_cdip_package.pdf`
+   - For Patterns 1 (BDA) and Pattern 2: Use [samples/lending_package.pdf](./samples/lending_package.pdf)
+   - For Pattern 3 (UDOP): Use [samples/rvl_cdip_package.pdf](./samples/rvl_cdip_package.pdf)
 
 For detailed deployment and testing instructions, see the [Deployment Guide](./docs/deployment.md).
 

VERSION

@@ -1 +1 @@
-0.3.8-wip6
+0.3.9-wip

config_library/pattern-1/README.md

@@ -27,4 +27,4 @@ See the main [README.md](../README.md) for more detailed instructions on creatin
 
 ## Available Configurations
 
-Currently, only the default configuration is available for Pattern 1. Contributions are welcome!
+Currently, only the default lending-package-sample configuration is available for Pattern 1. Contributions are welcome!

…nfig_library/pattern-1/default/README.md …ttern-1/lending-package-sample/README.mdconfig_library/pattern-1/default/README.md renamed to config_library/pattern-1/lending-package-sample/README.md config_library/pattern-1/default/README.md renamed to config_library/pattern-1/lending-package-sample/README.md

@@ -1,7 +1,7 @@
 Copyright Amazon.com, Inc. or its affiliates. All Rights Reserved.
 SPDX-License-Identifier: MIT-0
 
-# Default Configuration
+# Default Configuration (lending-package-sample)
 
 This directory contains the default configuration for the GenAI IDP Accelerator. This configuration serves as the baseline for all document processing tasks and can be used as a starting point for creating custom configurations.
 

…ig_library/pattern-1/default/config.yaml …ern-1/lending-package-sample/config.yamlconfig_library/pattern-1/default/config.yaml renamed to config_library/pattern-1/lending-package-sample/config.yaml config_library/pattern-1/default/config.yaml renamed to config_library/pattern-1/lending-package-sample/config.yaml

@@ -121,7 +121,7 @@ pricing:
       - name: cacheReadInputTokens
         price: '1.5E-8'
       - name: cacheWriteInputTokens
-        price: '0'
+        price: '6.0E-8'
   - name: bedrock/us.amazon.nova-pro-v1:0
     units:
       - name: inputTokens
@@ -131,7 +131,7 @@ pricing:
       - name: cacheReadInputTokens
         price: '2.0E-7'
       - name: cacheWriteInputTokens
-        price: '0'
+        price: '8.0E-7'
   - name: bedrock/us.amazon.nova-premier-v1:0
     units:
       - name: inputTokens

…rn-1/default/samples/lending_package.pdf …ckage-sample/samples/lending_package.pdfconfig_library/pattern-1/default/samples/lending_package.pdf renamed to config_library/pattern-1/lending-package-sample/samples/lending_package.pdf config_library/pattern-1/default/samples/lending_package.pdf renamed to config_library/pattern-1/lending-package-sample/samples/lending_package.pdf

@@ -376,12 +376,12 @@ assessment:
     max_workers: "20"
     simple_batch_size: "3"
     list_batch_size: "1"
-  default_confidence_threshold: '0.9'
+  default_confidence_threshold: '0.8'
   top_p: '0.1'
   max_tokens: '10000'
   top_k: '5'
   temperature: '0.0'
-  model: us.anthropic.claude-3-7-sonnet-20250219-v1:0
+  model: us.amazon.nova-pro-v1:0
   system_prompt: >-
     You are a document analysis assessment expert. Your task is to evaluate the confidence of extraction results by analyzing the source document evidence. Respond only with JSON containing confidence scores for each extracted attribute.
   task_prompt: >-
@@ -579,7 +579,7 @@ pricing:
       - name: cacheReadInputTokens
         price: '1.5E-8'
       - name: cacheWriteInputTokens
-        price: '0'
+        price: '6.0E-8'
   - name: bedrock/us.amazon.nova-pro-v1:0
     units:
       - name: inputTokens
@@ -589,7 +589,7 @@ pricing:
       - name: cacheReadInputTokens
         price: '2.0E-7'
       - name: cacheWriteInputTokens
-        price: '0'
+        price: '8.0E-7'
   - name: bedrock/us.amazon.nova-premier-v1:0
     units:
       - name: inputTokens