aws-samples/sample-badgers
Guidance on deploying a generative AI document analysis with Amazon Bedrock AgentCore. Auto-classifies, enhances, and aggregates multi-type documents using Gestalt-informed vision prompts. Custom analyzer creation wizard. Scripted CDK deployment. Gradio frontend included.
This system helps professionals like researchers, compliance officers, and content managers automatically analyze and understand complex documents. Instead of just extracting text, it processes documents like PDFs by understanding their visual layout, structure, and relationships between elements such as images, tables, and text. You input various document types, and it outputs enhanced, classified, and aggregated insights that preserve the original document's meaning and context.
Use this if you need to automate the detailed understanding and processing of diverse documents, going beyond simple text extraction to grasp their full semantic and visual context.
Not ideal if you only need basic text extraction from simple documents without concern for layout, visual elements, or complex semantic relationships.
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Language
Python
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Apache-2.0
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Last pushed
Mar 12, 2026
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