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How Reducto parsed the Epstein Files for the Viral JMail Project: The Secret Complexities of Document

Day
Day 1 — Workshop Day · Mon, Jun 29
Time
1:15pm-2:15pm
Room
Track 7 · Room 2024
Track
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Track theme(approximate)
Production Agent Infra: Inference, Context & Ops

Dedicated-GPU inference, relational/context engines, document triage, and moving from approval loops to autonomous agents.

Accessible with the Engineering + Workshops pass and above.

About this session

Reducto powered the infrastructure behind Jmail, a fully searchable email interface with over 3.5 million scanned government pages built days after the Epstein files release. The site went viral overnight, racking up millions of views across news coverage and social media. In this workshop we'll break down how Reducto's Parse API handled everything from redacted PDFs to handwritten letters to dense financial tables at that scale, then walk through the same pipeline hands-on using the Reducto CLI and MCP. You'll leave with a working setup and a clear mental model for applying document parsing to your own projects.

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