Search before you chat. AI Anonymous by JABSystems. October 12, 2026.
Fictional local retrieval exercise. Python standard library only; SQLite must include FTS5.
Tested: Windows, Python 3.13.15, SQLite 3.50.4.
Read search-evidence.py before running it. No inference or network calls in the script.
python .\search-evidence.py .\search-notes.json 'Harbor review'
python .\search-evidence.py .\search-notes.json 'signoff'
First query exits 0 with SOURCE-01 then SOURCE-02. Second exits 1 with no hits.
Exit 2 means invalid input or runtime error; read stderr. This is a teaching script, not a hardened service.
Optional AI prompt is proposed and untested. No model outputs, speed, factual accuracy, or production retrieval quality established.
Full guide: https://jabsystems.io/ai-anonymous/sqlite-search-before-chat
