psychology Practical AI

AI that earns its place

We do not sprinkle AI on every button. prn.tf uses vision and embeddings where they actually help — finding text in screenshots, suggesting tags, and making your library searchable without manual busywork.

Philosophy

Useful, not performative

Heavy work runs in the background. Interactive AI stays in the gallery, on your terms.

01

Background processing

After upload, a queue extracts text, builds search embeddings, and analyzes colors — so the gallery feels fast while enrichment catches up quietly.

02

On-demand in the UI

OCR and auto-tagging run when you ask for them from a photo — not on every pixel of every upload by default.

03

Search that respects content

Extracted text and embeddings power lookup by what is inside the screenshot, not just the filename you forgot to rename.

Capabilities

What runs under the hood

document_scanner

Vision OCR

Readable text is pulled from UI shots, terminals, docs, and chat windows. Run it from the photo panel or let the upload queue handle it automatically.

label

Auto-tagging

Vision suggests short, practical tags — app names, content type, language hints — so collections stay tidy without typing every label yourself.

search

Text embeddings

OCR output is embedded for semantic search across your library. Find the error message or UI string you remember, not the upload date.

description

Image captions

One-line descriptions summarize what a shot shows — useful for skimming large galleries and understanding context at a glance.

Workflow

From upload to findable

  • check_circle Upload via client → shot appears in gallery immediately
  • check_circle Queue enriches OCR text and embeddings when configured
  • check_circle Open a photo → extract text or suggest tags on demand
  • check_circle Search and browse with tags, text, and color metadata together
upload instant
ocr queue background
auto-tag on demand
search by content

See it in your gallery

Upload a few screenshots and try OCR or tag suggestions on a real shot.