Amazon Kendra is an intelligent search service powered by machine learning (ML). Amazon Kendra reimagines search for your websites and applications so your employees and customers can easily find the content they’re looking for, even when it’s scattered across multiple locations and content repositories within your organization.
Amazon Kendra supports a variety of document formats, such as Microsoft Word, PDF, and text. While working with a leading Edtech customer, we were asked to build an enterprise search solution that also utilizes images and PPT files. This post focuses on extending the document support in Amazon Kendra so you can preprocess text images and scanned documents (JPEG, PNG, or PDF format)  to make them searchable. The solution combines Amazon Textract for document preprocessing and optical character recognition (OCR), and Amazon Kendra for intelligent search.
With the new Custom Document Enrichment feature in Amazon Kendra, you can now preprocess your documents during

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