AI-Prototype

Prototype workspace for Project '44 / Frame 44 descendant report pipeline. First end-to-end test: producing a Tier 3 report for a hypothetical descendant of a Calgary Highlanders soldier, using the regimental war diary as the primary source.

Conventions

• Test customer name: Bill Bloggins. Used as a placeholder across all prototype runs so test data is immediately distinguishable from real customer data. Never use a real name in prototype work.
• File naming: <unit>_<yyyy-mm>.<ext> where applicable.
• Isolation: This sandbox works only with copies of source data. Never connect this prototype to the master Postgres database.

Folder structure

• inputs/ — copies of source data (OCR .docx, original PDFs, position data). Read-only in spirit; never edited here.
• prompts/ — prompts used to drive the AI runs, versioned (v1, v2…).
• outputs/ — raw AI output from each run, saved verbatim.
• reports/ — polished, human-reviewed deliverables built from outputs.
• notes/ — project notes: unit selection, evaluation, follower feedback, decisions.

Current test

• Unit: Calgary Highlanders (1600221)
• Window: mid-Sep 1944 through early Nov 1944 (the Scheldt)
• Tier: 3 (regiment known, dates fuzzy, one event known)
• See notes/unit-selection.md for the full scenario.

Infrastructure

• https://deepinfra.com/dash used for running OCR via olmocr