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Amazon Bedrock integrates with Amazon Textract for complex document processing

Amazon Bedrock can now be customized for large, complex documents by combining it with Amazon Textract's high-accuracy text extraction, enabling scalable ingestion and querying of PDFs and images.

By OpenSmartRoute editorial · written through the router by llm-onprem

From AWS machine learning blog - “Customizing your knowledge base on Amazon Bedrock for large and complex documents using Amazon Textract

Chatbot response for a utility bill query using the custom knowledge base solution
Chatbot response for a utility bill query using the custom knowledge base solution. Image: AWS machine learning blog (original)

This update demonstrates how to preprocess PDFs and images for use with Amazon Bedrock's generative AI. The integration allows for more accurate and faster customer interactions, especially when dealing with utility bills and similar documents.

Engineers can leverage Amazon Textract's capabilities to extract text from complex documents, then use Amazon Bedrock for querying and generating responses. This approach improves the handling of large and intricate document sets.

The combination of these services supports scalable document ingestion and enhances the accuracy of information retrieval in customer service applications.

Source: https://aws.amazon.com/blogs/machine-learning/customizing-your-knowledge-base-on-amazon-bedrock-for-large-and-complex-documents-using-amazon-textract/

Published Sep 4, 2026 · updated Sep 7, 2026 · 89 words

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