OCR-Viewer (#1)

Co-authored-by: nathan <nathan.kehler@gmail.com>
Reviewed-on: #1

README.MD

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+# 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