Update README for scenarios

Author: jamesmcroft

README.md

@@ -75,9 +75,10 @@ The techniques demonstrated take advantage of various capabilities from each ser
 
 This repo also contains a collection of end-to-end use case scenarios that demonstrate how to combine the various samples to create a real-world scenario for document processing.
 
-| Scenario    | Link                                                                                                                                           | Description                                                                                                                                                                                                                                                                                                   |
-| ----------- | ---------------------------------------------------------------------------------------------------------------------------------------------- | ------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- |
-| **Invoice** | [Python](./samples/python/scenarios/invoices/invoice-extraction.ipynb) \| [.NET](./samples/dotnet/scenarios/invoices/invoice-extraction.ipynb) | Using a structured Invoice object ([Python](./samples/python/modules/samples/models/invoice.py) \| [.NET](./samples/dotnet/modules/samples/models/Invoice.csx)), invoice documents can be extracted into a standard Invoice schema by first classifying which pages to extract from using boundary detection. |
+| Scenario        | Link                                                                                                                                           | Description                                                                                                                                                                                                                                                                                                   |
+| --------------- | ---------------------------------------------------------------------------------------------------------------------------------------------- | ------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- |
+| **Invoice**     | [Python](./samples/python/scenarios/invoices/invoice-extraction.ipynb) \| [.NET](./samples/dotnet/scenarios/invoices/invoice-extraction.ipynb) | Using a structured Invoice object ([Python](./samples/python/modules/samples/models/invoice.py) \| [.NET](./samples/dotnet/modules/samples/models/Invoice.csx)), invoice documents can be extracted into a standard Invoice schema by first classifying which pages to extract from using boundary detection. |
+| **US Tax 1040** | [Python](./samples/python/scenarios/us_tax/us-tax-1040-extraction.ipynb)                                                                       | Using Azure AI Document Intelligence prebuilt-tax.us.1040 models, US Tax 1040 documents can be extracted into a standard schema for each form type by first classifying which pages to extract from using boundary detection with Azure OpenAI.                                                               |
 
 ## Getting Started
 

requirements.txt

@@ -8,16 +8,16 @@ azure-storage-blob~=12.25.1
 ipycanvas~=0.13.3
 ipykernel~=6.29.5
 matplotlib~=3.10.3
-notebook~=7.4.2
+notebook~=7.4.3
 numpy
-openai~=1.81.0
+openai~=1.93.0
 opencv-python~=4.11.0.86
 openpyxl~=3.1.5
-pandas~=2.2.3
+pandas~=2.3.0
 pdf2image~=1.17.0
-pydantic~=2.11.4
+pydantic~=2.11.7
 pytesseract~=0.3.13
-python-dotenv~=1.1.0
+python-dotenv~=1.1.1
 seaborn~=0.13.2
 scikit-learn
 tabulate~=0.9.0

samples/python/scenarios/README.md

@@ -4,6 +4,7 @@ This folder contains a collection of end-to-end use case scenarios that demonstr
 
 ## Scenarios
 
-| Document Type                                      | Description                                                                                                                                                                                                             |
-| -------------------------------------------------- | ----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- |
-| [**Invoice**](./invoices/invoice-extraction.ipynb) | Using a [structured Invoice object](../modules/samples/models/invoice.py), invoice documents can be extracted into a standard Invoice schema by first classifying which pages to extract from using boundary detection. |
+| Document Type                                            | Description                                                                                                                                                                                                                                     |
+| -------------------------------------------------------- | ----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------- |
+| [**Invoice**](./invoices/invoice-extraction.ipynb)       | Using a [structured Invoice object](../modules/samples/models/invoice.py), invoice documents can be extracted into a standard Invoice schema by first classifying which pages to extract from using boundary detection.                         |
+| [**US Tax 1040**](./us_tax/us-tax-1040-extraction.ipynb) | Using Azure AI Document Intelligence prebuilt-tax.us.1040 models, US Tax 1040 documents can be extracted into a standard schema for each form type by first classifying which pages to extract from using boundary detection with Azure OpenAI. |