DSNV Technologies

Munin · for iPhone · iOS 26

Ask your photos and screenshots in your own words.

Munin looks through your library and answers with the actual shots, quoting the part that answers you. It runs on your iPhone, with no account and no cloud.

Coming soon to the App StoreQuestions? Support
Asked

the recipe with lentils I saved

Illustration of a search across a library of shots. Not a screenshot of the app.

01 / Ask

Say what you remember about it

You rarely remember where you saved something, but you usually remember what it was. Ask the way you would ask a friend who had seen your phone:

  • the boarding pass for Lisbon
  • how much was the dentist in March
  • the recipe with lentils I saved

02 / Answer

It shows you the shot, so you can check

Munin answers with the shots it used, highlighted, and quotes what they say. You never have to take its word for it: the source is right there, one tap away from the full image.

Asked

how much was the dentist in March

Answer

The receipt from 14 March says “Total due: €85.00”. 1 shot

Illustrative example. Munin answers with a quote from your shot and shows the shot it came from.

03 / In the app

What you can do with it

  1. Answers with their sources

    Natural-language search over photos and screenshots. Every answer shows the highlighted shots it came from.

  2. Library and Topics

    Browse everything Munin has read, all together or grouped by topic.

  3. Around this time

    From any shot, jump to that moment in your library and see what else you saved then.

  4. Chats on your iPhone

    Your conversations with Munin are kept on the device, so you can return to an earlier question.

  5. Share the find

    Send the highlighted shots with a short text through the iOS share sheet, to whoever you choose.

  6. Spotlight and Shortcuts

    Munin works with Spotlight search and with the Shortcuts app.

  7. Twelve languages

    The interface is available in 12 languages.

04 / On the device

Four small models, all on your iPhone

Munin reads your library only with your permission, and only on the phone. It uses a small vision-language model to read and describe your shots, a text embedder and an image-text model to find likely matches, and a reranker to put the best ones first.

The models
Munin's on-device AI models (about 4 GB) are delivered by the App Store with the app, from Apple's servers, during installation; Munin itself sends nothing. Wi-Fi is recommended.
After that
Once the models are on your iPhone, search and answers work offline.
Indexing
Munin reads your library in the background while it is open, and can continue while your iPhone is charging.
Requires
iOS 26 and an iPhone with enough memory for on-device AI. The supported models will be listed on the Support page before release.

05 / Privacy

No account, no cloud, no tracking

  1. We collect nothing

    Your photos, questions and answers are not sent to us or to anyone else.

  2. Stored in the app

    The index, chats and settings live in Munin's own storage on your iPhone. Deleting the app deletes them.

  3. You decide what to share

    Shots leave the phone only when you share them yourself, through the share sheet.

Read the Privacy Policy