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Update README.md (#146)
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image_processing/README.md

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@@ -14,7 +14,7 @@ A common way to perform document indexing, is to either extract the text content
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To solve this issue and to ensure that good quality information is extracted from the document, an indexer using [Azure Document Intelligence (ADI)](https://learn.microsoft.com/en-us/azure/ai-services/document-intelligence/overview?view=doc-intel-4.0.0) is developed with [Custom Skills](https://learn.microsoft.com/en-us/azure/search/cognitive-search-custom-skill-web-api):
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![High level workflow for indexing with Azure Document Intelligence based skills](./figures/Indexing%20vs%20Indexing%20with%20ADI.png "Indexing with Azure Document Intelligence Approach")
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![High level workflow for indexing with Azure Document Intelligence based skills](./images/Indexing%20vs%20Indexing%20with%20ADI.png "Indexing with Azure Document Intelligence Approach")
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Instead of using OCR to extract the contents of the document, ADIv4 is used to analyse the layout of the document and convert it to a Markdown format. The Markdown format brings benefits such as:
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