embly reads every file you drop in, classifies it, embeds it, and files it where it belongs. Search in plain English. Never open ~/Downloads again.
Drop, drag, or point it at a folder. Watches in the background.
A local model reads the file and assigns tags, category, and a destination path.
Content is chunked and embedded into a local vector index. Stays on your machine.
Ask in plain English. Filter by type, date, or folder. Instant.
Press ⌘K anywhere in the app. Type what you remember. Results pulled from local embeddings — no cloud round-trip.
Query by what files mean, not what they're named. Local embeddings, cosine similarity.
Every file gets a category, tags, and a destination path. Override any — embly learns your taste.
Index, embeddings, and originals live on disk. No cloud round-trip. No account required.
Narrow by extension, MIME type, content kind, or tag. Chain them. Save as smart views.
Space to peek at anything in the result list: PDFs, code, images, markdown, transcripts.
Drop a file, a folder, or a hundred. Watches folders in the background and processes live.
Your screenshots folder has 3,000 entries. One of them is the auth bug from last sprint. embly finds it.
Papers, notes, half-read PDFs. Ask for the one about attention from 2017. Not the filename — the idea.
Invoices, contracts, receipts — sorted the moment they hit disk. Tax season stops being a search party.