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PDF to Knowledge Markdown

A static walkthrough of a document-understanding pipeline that turns product documentation into LLM-friendly Markdown, with Bedrock visual descriptions and diagnostics.

The public page uses pre-generated sample output. The live backend pipeline is designed for private document processing behind authenticated workflows.

Static demo using pre-generated sample outputs. No real documents are uploaded or processed on this page.

Pipeline

From PDF to inspectable knowledge artifacts

Sample run

What the pipeline produced

Product documentation PDF

A sample product documentation PDF processed through the Knowledge Markdown pipeline.

    Secondary sample

    A larger guide was used as a comparison run to check fallback behavior on longer product documentation.

    Artifacts

    Three outputs, three purposes

    What this demonstrates

    A document pipeline that remains reviewable

    Limits and next steps

    Static now, authenticated upload later

      Richer PDF layout and table extraction is tracked separately in the backend follow-up work.