Merge branch 'fix/pattern-config' into 'develop'

Fix/pattern config

See merge request genaiic-reusable-assets/engagement-artifacts/genaiic-idp-accelerator!231

Author: rstrahan

CHANGELOG.md

@@ -32,7 +32,12 @@ SPDX-License-Identifier: MIT-0
   - 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-pro-v1:0` 
+  - Improved placement of <<CACHEPOINT>> tags in assessment prompt to improve utilization of prompt caching
 
 ### Fixed
 - **Fixed Image Resizing Behavior for High-Resolution Documents**
@@ -41,7 +46,7 @@ SPDX-License-Identifier: MIT-0
 - 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

@@ -73,8 +73,8 @@ 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 +105,8 @@ 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
+0.3.8-alpha

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

@@ -381,7 +381,7 @@ assessment:
   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

config_library/pattern-2/bank-statement-sample/config.yaml

@@ -1,7 +1,7 @@
 # Copyright Amazon.com, Inc. or its affiliates. All Rights Reserved.
 # SPDX-License-Identifier: MIT-0
 
-notes: Default settings
+notes: Default settings for lending-package-sample configuration
 ocr:
   backend: "textract"  # Default to Textract for backward compatibility
   model_id: "us.anthropic.claude-3-7-sonnet-20250219-v1:0"
@@ -12,8 +12,8 @@ ocr:
     - name: TABLES
     - name: SIGNATURES
   image:
-    target_width: '951'
-    target_height: '1268'
+    target_width: ''
+    target_height: ''
 classes:
   - name: Payslip
     description: >-
@@ -983,11 +983,11 @@ classification:
     DOCUMENT_IMAGE: Visual representation of the document page that provides layout, formatting, and visual structure information
     CLASS_NAMES_AND_DESCRIPTIONS: List of valid document types with their descriptions that the document must be classified into
     </variables>
-  classificationMethod: textbasedHolisticClassification
+  classificationMethod: multimodalPageLevelClassification
 extraction:
   image:
-    target_width: '951'
-    target_height: '1268'
+    target_width: ''
+    target_height: ''
   top_p: '0.1'
   max_tokens: '10000'
   top_k: '5'
@@ -1139,7 +1139,7 @@ summarization:
     Do not include any text, explanations, or notes outside of this JSON
     structure. The JSON must be properly formatted and parseable.
   temperature: '0.0'
-  model: us.anthropic.claude-3-7-sonnet-20250219-v1:0
+  model: us.amazon.nova-premier-v1:0
   system_prompt: >-
     You are a document summarization expert who can analyze and summarize documents from various domains including medical, financial, legal, and general business documents. Your task is to create a summary that captures the key information, main points, and important details from the document. Your output must be in valid JSON format. \nSummarization Style: Balanced\\nCreate a balanced summary that provides a moderate level of detail. Include the main points and key supporting information, while maintaining the document's overall structure. Aim for a comprehensive yet concise summary.\n Your output MUST be in valid JSON format with markdown content. You MUST strictly adhere to the output format specified in the instructions.
 assessment:
@@ -1156,7 +1156,7 @@ assessment:
   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: >-
@@ -1253,12 +1253,6 @@ assessment:
 
     </final-instructions>
 
-    <attributes-definitions>
-
-    {ATTRIBUTE_NAMES_AND_DESCRIPTIONS}
-
-    </attributes-definitions>
-
     <<CACHEPOINT>>
 
     <document-image>
@@ -1267,7 +1261,6 @@ assessment:
 
     </document-image>
 
-
     <ocr-text-confidence-results>
 
     {OCR_TEXT_CONFIDENCE}
@@ -1276,6 +1269,12 @@ assessment:
 
     <<CACHEPOINT>>
 
+    <attributes-definitions>
+
+    {ATTRIBUTE_NAMES_AND_DESCRIPTIONS}
+
+    </attributes-definitions>
+
     <extraction-results>
 
     {EXTRACTION_RESULTS}
@@ -1353,7 +1352,7 @@ 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
@@ -1363,7 +1362,7 @@ 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