Ispirazione
Cose da costruire con i modelli on-device. Copia un prompt nel tuo coding agent e inizia.
Build a podcast player that transcribes every episode and makes it searchable, on the device.
Build a podcast player. When an episode downloads, run Desert Ant's Voz on-device to transcribe it with word timestamps, index the text, and let the user search across a whole feed and tap a result to jump to that moment. No cloud transcription, no per-minute bill. Build it with the Desert Ant SDK. Voz (Swift). Install and API: https://desertant.com/docs/voz/. Install: SwiftPM desert-ant-core. SDK source: https://github.com/Desert-Ant-Labs/desert-ant-core. Machine-readable catalog of every model and SDK: https://desertant.com/llms.txt.
Build a meeting recorder that hands you a timestamped transcript before you leave the room.
Build a meeting recorder. When recording stops, Desert Ant's Voz transcribes the file in seconds on iPhone or Mac, so the timestamped transcript is ready right away and nothing is uploaded. Build it with the Desert Ant SDK. Voz (Swift). Install and API: https://desertant.com/docs/voz/. Install: SwiftPM desert-ant-core. SDK source: https://github.com/Desert-Ant-Labs/desert-ant-core. Machine-readable catalog of every model and SDK: https://desertant.com/llms.txt.
Turn voice memos into searchable, editable text notes, offline.
Build a voice-notes app where each memo is transcribed on-device with Desert Ant's Voz into editable, searchable text. Works on a plane, and the audio never leaves the phone. Build it with the Desert Ant SDK. Voz (Swift). Install and API: https://desertant.com/docs/voz/. Install: SwiftPM desert-ant-core. SDK source: https://github.com/Desert-Ant-Labs/desert-ant-core. Machine-readable catalog of every model and SDK: https://desertant.com/llms.txt.
Generate SRT subtitles for any video file on the Mac.
Build a small Mac tool that takes a video file, transcribes the audio with Desert Ant's Voz (Apple silicon), and writes a correctly timed .srt file. No upload, no API key. Build it with the Desert Ant SDK. Voz (Swift). Install and API: https://desertant.com/docs/voz/. Install: SwiftPM desert-ant-core. SDK source: https://github.com/Desert-Ant-Labs/desert-ant-core. Machine-readable catalog of every model and SDK: https://desertant.com/llms.txt.
Add captions to a video player that run on the device.
Transcribe the video's audio on-device with Desert Ant's Voz (a fast batch pass on iPhone or Mac), then render a synced caption track. Works offline and for private content that can't go to a cloud service. Build it with the Desert Ant SDK. Voz (Swift). Install and API: https://desertant.com/docs/voz/. Install: SwiftPM desert-ant-core. SDK source: https://github.com/Desert-Ant-Labs/desert-ant-core. Machine-readable catalog of every model and SDK: https://desertant.com/llms.txt.
Build an interview app for journalists where sources never leave the phone.
Build an interview-recording app that transcribes on-device with Desert Ant's Voz, so a source's audio and words stay on the reporter's phone. Add speaker-friendly formatting and export. Build it with the Desert Ant SDK. Voz (Swift). Install and API: https://desertant.com/docs/voz/. Install: SwiftPM desert-ant-core. SDK source: https://github.com/Desert-Ant-Labs/desert-ant-core. Machine-readable catalog of every model and SDK: https://desertant.com/llms.txt.
Highlight each word as it's spoken, timed to the audio.
Run Apple's SpeechTranscriber with Desert Ant's Align attached as a timestamp refiner, then highlight each word using its refined time range. Align tightens Apple's word timings on-device; iOS 26 / macOS 26. Build it with the Desert Ant SDK. Align (Swift). Install and API: https://desertant.com/docs/align/. Install: SwiftPM desert-ant-core. SDK source: https://github.com/Desert-Ant-Labs/desert-ant-core. Machine-readable catalog of every model and SDK: https://desertant.com/llms.txt.
Tighten a system transcriber's word timings so captions land on the word.
Attach Desert Ant's Align as a refiner to Apple's SpeechAnalyzer / SpeechTranscriber so its word-level timings tighten and captions and cuts land exactly on the word. iOS 26 / macOS 26, on-device. Build it with the Desert Ant SDK. Align (Swift). Install and API: https://desertant.com/docs/align/. Install: SwiftPM desert-ant-core. SDK source: https://github.com/Desert-Ant-Labs/desert-ant-core. Machine-readable catalog of every model and SDK: https://desertant.com/llms.txt.
Build a text-based video editor where selecting words trims the clip.
Transcribe with Apple's SpeechTranscriber and Desert Ant's Align refiner for word-exact timings, then let the user select words to trim the video to that span. Deleting a sentence deletes the footage. iOS 26 / macOS 26. Build it with the Desert Ant SDK. Align (Swift). Install and API: https://desertant.com/docs/align/. Install: SwiftPM desert-ant-core. SDK source: https://github.com/Desert-Ant-Labs/desert-ant-core. Machine-readable catalog of every model and SDK: https://desertant.com/llms.txt.
Add bouncing word-by-word captions to vertical videos.
Add animated word-by-word captions to short vertical videos, timed with Desert Ant's Align attached to Apple's SpeechTranscriber so each word pops exactly when it's said. On-device, iOS 26 / macOS 26. Build it with the Desert Ant SDK. Align (Swift). Install and API: https://desertant.com/docs/align/. Install: SwiftPM desert-ant-core. SDK source: https://github.com/Desert-Ant-Labs/desert-ant-core. Machine-readable catalog of every model and SDK: https://desertant.com/llms.txt.
Make transcript search jump the audio to the exact word.
In an Apple media app, transcribe with SpeechTranscriber and Desert Ant's Align refiner so a search result seeks the audio or video to the precise word, not the sentence. iOS 26 / macOS 26. Build it with the Desert Ant SDK. Align (Swift). Install and API: https://desertant.com/docs/align/. Install: SwiftPM desert-ant-core. SDK source: https://github.com/Desert-Ant-Labs/desert-ant-core. Machine-readable catalog of every model and SDK: https://desertant.com/llms.txt.
Add a one-tap 'clean audio' button that removes noise and room echo.
Add a 'clean audio' action that runs Desert Ant's Clear on-device to remove background noise and room reverb from a recording, with presets for podcast, video, and voiceover loudness. Nothing uploaded. Build it with the Desert Ant SDK. Clear (Swift, Kotlin, JavaScript / TypeScript). Install and API: https://desertant.com/docs/clear/. Install: SwiftPM desert-ant-core; Maven ai.desertant:clear:3.1.0; npm i @desert-ant-labs/clear @litertjs/core # browser. SDK source: https://github.com/Desert-Ant-Labs/desert-ant-core. Machine-readable catalog of every model and SDK: https://desertant.com/llms.txt.
Master a podcast episode to platform loudness, on the device.
Build a podcast export step that runs Desert Ant's Clear to enhance and master the episode to Apple Podcasts / Spotify / YouTube loudness locally, so it's ready to publish without a cloud mastering service. Build it with the Desert Ant SDK. Clear (Swift, Kotlin, JavaScript / TypeScript). Install and API: https://desertant.com/docs/clear/. Install: SwiftPM desert-ant-core; Maven ai.desertant:clear:3.1.0; npm i @desert-ant-labs/clear @litertjs/core # browser. SDK source: https://github.com/Desert-Ant-Labs/desert-ant-core. Machine-readable catalog of every model and SDK: https://desertant.com/llms.txt.
Rescue a recording made in a noisy, untreated room.
Build a 'rescue this recording' feature: run Desert Ant's Clear on-device to make a take recorded in a kitchen or hotel room sound close-miked, warm, and free of background noise. Build it with the Desert Ant SDK. Clear (Swift, Kotlin, JavaScript / TypeScript). Install and API: https://desertant.com/docs/clear/. Install: SwiftPM desert-ant-core; Maven ai.desertant:clear:3.1.0; npm i @desert-ant-labs/clear @litertjs/core # browser. SDK source: https://github.com/Desert-Ant-Labs/desert-ant-core. Machine-readable catalog of every model and SDK: https://desertant.com/llms.txt.
Clean the audio on a phone video in one pass.
In a video app, add a step that runs Desert Ant's Clear over the audio track of a phone video to remove wind, hiss, and echo before sharing. On-device, no per-minute cost. Build it with the Desert Ant SDK. Clear (Swift, Kotlin, JavaScript / TypeScript). Install and API: https://desertant.com/docs/clear/. Install: SwiftPM desert-ant-core; Maven ai.desertant:clear:3.1.0; npm i @desert-ant-labs/clear @litertjs/core # browser. SDK source: https://github.com/Desert-Ant-Labs/desert-ant-core. Machine-readable catalog of every model and SDK: https://desertant.com/llms.txt.
Turn any recording into a ranked set of shorts.
Build a feature that takes a recording's transcript and uses Desert Ant's Clips to rank the best non-overlapping moments, then exports them as vertical shorts. On-device, so a back catalog costs the same as one video. Build it with the Desert Ant SDK. Clips (Swift). Install and API: https://desertant.com/docs/clips/. Install: SwiftPM desert-ant-core. SDK source: https://github.com/Desert-Ant-Labs/desert-ant-core. Machine-readable catalog of every model and SDK: https://desertant.com/llms.txt.
Generate a highlight reel from a long stream or talk.
Build a 'make highlights' button that runs Desert Ant's Clips over a talk or stream transcript to pick the strongest moments and assemble a highlight reel, ranked best first. Build it with the Desert Ant SDK. Clips (Swift). Install and API: https://desertant.com/docs/clips/. Install: SwiftPM desert-ant-core. SDK source: https://github.com/Desert-Ant-Labs/desert-ant-core. Machine-readable catalog of every model and SDK: https://desertant.com/llms.txt.
Produce a rough auto-edit from a rambling take.
Build an auto-edit that uses Desert Ant's Clips to select the clips worth keeping from a long, rambling recording and lays them on a timeline for review. Control how tight the cut is with the percentile threshold. Build it with the Desert Ant SDK. Clips (Swift). Install and API: https://desertant.com/docs/clips/. Install: SwiftPM desert-ant-core. SDK source: https://github.com/Desert-Ant-Labs/desert-ant-core. Machine-readable catalog of every model and SDK: https://desertant.com/llms.txt.
Clip a whole back catalog of videos overnight on a Mac.
Build a batch job that runs Desert Ant's Clips over an archive of recorded talks or streams on a Mac, exporting ranked clips for each. Nothing uploaded, no per-video bill. Build it with the Desert Ant SDK. Clips (Swift). Install and API: https://desertant.com/docs/clips/. Install: SwiftPM desert-ant-core. SDK source: https://github.com/Desert-Ant-Labs/desert-ant-core. Machine-readable catalog of every model and SDK: https://desertant.com/llms.txt.
Add a 'remove ums' button to a podcast or video editor.
Add a one-tap action that runs Desert Ant's Uhm on-device to find every filler word (um, uh, hmm) to within 20ms and cut them from the timeline, with an undo. Build it with the Desert Ant SDK. Uhm (Swift). Install and API: https://desertant.com/docs/uhm/. Install: SwiftPM desert-ant-core. SDK source: https://github.com/Desert-Ant-Labs/desert-ant-core. Machine-readable catalog of every model and SDK: https://desertant.com/llms.txt.
Build a speaking coach that counts and marks your filler words.
Build a speaking-practice app that records the user and uses Desert Ant's Uhm to mark and count filler words, showing progress over sessions. Runs on the phone, private. Build it with the Desert Ant SDK. Uhm (Swift). Install and API: https://desertant.com/docs/uhm/. Install: SwiftPM desert-ant-core. SDK source: https://github.com/Desert-Ant-Labs/desert-ant-core. Machine-readable catalog of every model and SDK: https://desertant.com/llms.txt.
Show a filler-word timeline for any recording.
Add a filler timeline to an audio editor: run Desert Ant's Uhm on-device and mark every um and uh on the waveform so an editor can jump between and trim them. Build it with the Desert Ant SDK. Uhm (Swift). Install and API: https://desertant.com/docs/uhm/. Install: SwiftPM desert-ant-core. SDK source: https://github.com/Desert-Ant-Labs/desert-ant-core. Machine-readable catalog of every model and SDK: https://desertant.com/llms.txt.
Detect a caller's language and route the voicemail.
In a voicemail or call app, run Desert Ant's Ear on the first ~30 seconds of audio to identify the spoken language on-device, then route the message. For a very short voicemail, accumulate audio first, and treat a low-reliability answer as unknown and ask. Build it with the Desert Ant SDK. Ear (Swift, Kotlin, JavaScript / TypeScript). Install and API: https://desertant.com/docs/ear/. Install: SwiftPM desert-ant-core; Maven ai.desertant:ear:3.1.0; npm i @desert-ant-labs/ear @litertjs/core # browser. SDK source: https://github.com/Desert-Ant-Labs/desert-ant-core. Machine-readable catalog of every model and SDK: https://desertant.com/llms.txt.
Sort an archive of recordings by spoken language.
Build a batch tool that runs Desert Ant's Ear over a folder of recordings to tag each by spoken language, so a mixed archive sorts itself. On-device. Build it with the Desert Ant SDK. Ear (Swift, Kotlin, JavaScript / TypeScript). Install and API: https://desertant.com/docs/ear/. Install: SwiftPM desert-ant-core; Maven ai.desertant:ear:3.1.0; npm i @desert-ant-labs/ear @litertjs/core # browser. SDK source: https://github.com/Desert-Ant-Labs/desert-ant-core. Machine-readable catalog of every model and SDK: https://desertant.com/llms.txt.
Route incoming messages to the right language agent.
Use Desert Ant's Tongue to identify the language of an incoming message from a few words, on-device, and route it to the right support queue, model, or translation path. Build it with the Desert Ant SDK. Tongue (Swift, Kotlin, JavaScript / TypeScript). Install and API: https://desertant.com/docs/tongue/. Install: SwiftPM desert-ant-core; Maven ai.desertant:tongue:3.1.0; npm i @desert-ant-labs/tongue. SDK source: https://github.com/Desert-Ant-Labs/desert-ant-core. Machine-readable catalog of every model and SDK: https://desertant.com/llms.txt.
Auto-switch the keyboard and spellcheck to the language being typed.
In a text field, run Desert Ant's Tongue on the first words to detect the language and switch keyboard, spellcheck, and autocorrect to match, in microseconds, on-device. Build it with the Desert Ant SDK. Tongue (Swift, Kotlin, JavaScript / TypeScript). Install and API: https://desertant.com/docs/tongue/. Install: SwiftPM desert-ant-core; Maven ai.desertant:tongue:3.1.0; npm i @desert-ant-labs/tongue. SDK source: https://github.com/Desert-Ant-Labs/desert-ant-core. Machine-readable catalog of every model and SDK: https://desertant.com/llms.txt.
Tag user posts by language for search and moderation.
Use Desert Ant's Tongue to label each user post with its language on-device, so search, ranking, and moderation can branch by language without a server call. Build it with the Desert Ant SDK. Tongue (Swift, Kotlin, JavaScript / TypeScript). Install and API: https://desertant.com/docs/tongue/. Install: SwiftPM desert-ant-core; Maven ai.desertant:tongue:3.1.0; npm i @desert-ant-labs/tongue. SDK source: https://github.com/Desert-Ant-Labs/desert-ant-core. Machine-readable catalog of every model and SDK: https://desertant.com/llms.txt.
Write an MCP tool that strips personal data before it reaches any other tool.
Write an MCP tool (or a Claude Code skill) that runs Desert Ant's Redact on-device to remove names, emails, phone numbers, and other PII from text before it's passed to any tool, API, or LLM. Return the redacted text plus the spans it hid. Build it with the Desert Ant SDK. Redact (Swift, Kotlin, JavaScript / TypeScript). Install and API: https://desertant.com/docs/redact/. Install: SwiftPM desert-ant-core; Maven ai.desertant:redact:3.1.0; npm i @desert-ant-labs/redact @litertjs/core. SDK source: https://github.com/Desert-Ant-Labs/desert-ant-core. Machine-readable catalog of every model and SDK: https://desertant.com/llms.txt.
Scrub personal data out of any text before it hits an LLM.
Add a redaction step that runs Desert Ant's Redact on-device on any prompt or document before it's sent to a cloud LLM, so personal data never leaves the device. Keep a map to restore values in the response if needed. Build it with the Desert Ant SDK. Redact (Swift, Kotlin, JavaScript / TypeScript). Install and API: https://desertant.com/docs/redact/. Install: SwiftPM desert-ant-core; Maven ai.desertant:redact:3.1.0; npm i @desert-ant-labs/redact @litertjs/core. SDK source: https://github.com/Desert-Ant-Labs/desert-ant-core. Machine-readable catalog of every model and SDK: https://desertant.com/llms.txt.
Redact PII from logs on the device before they're stored.
Add a logging step that runs Desert Ant's Redact to strip the bulk of PII from log lines on-device before they're written. Structured fields (cards, IBANs, emails) are reliable; treat it as de-identification before storage, not a guarantee. Build it with the Desert Ant SDK. Redact (Swift, Kotlin, JavaScript / TypeScript). Install and API: https://desertant.com/docs/redact/. Install: SwiftPM desert-ant-core; Maven ai.desertant:redact:3.1.0; npm i @desert-ant-labs/redact @litertjs/core. SDK source: https://github.com/Desert-Ant-Labs/desert-ant-core. Machine-readable catalog of every model and SDK: https://desertant.com/llms.txt.
Run PII redaction in a Lambda so data never leaves your infrastructure.
Deploy Desert Ant's Redact in a serverless function (Lambda or similar) that redacts PII from incoming text at ingest, so personal data is removed inside your own infrastructure with no third-party call. Build it with the Desert Ant SDK. Redact (Swift, Kotlin, JavaScript / TypeScript). Install and API: https://desertant.com/docs/redact/. Install: SwiftPM desert-ant-core; Maven ai.desertant:redact:3.1.0; npm i @desert-ant-labs/redact @litertjs/core. SDK source: https://github.com/Desert-Ant-Labs/desert-ant-core. Machine-readable catalog of every model and SDK: https://desertant.com/llms.txt.
Scrub a support form before it submits.
In a web support form, run Desert Ant's Redact in the browser (WebAssembly) as the user types, so obvious PII is flagged or removed before the form is submitted. Build it with the Desert Ant SDK. Redact (Swift, Kotlin, JavaScript / TypeScript). Install and API: https://desertant.com/docs/redact/. Install: SwiftPM desert-ant-core; Maven ai.desertant:redact:3.1.0; npm i @desert-ant-labs/redact @litertjs/core. SDK source: https://github.com/Desert-Ant-Labs/desert-ant-core. Machine-readable catalog of every model and SDK: https://desertant.com/llms.txt.
Auto-tag articles and posts with their topics for a feed.
Use Desert Ant's Gist on-device to tag each article or post with its topics, then power a topic feed, filters, or a 'more like this' rail without a classification server. Build it with the Desert Ant SDK. Gist (Swift, Kotlin, JavaScript / TypeScript). Install and API: https://desertant.com/docs/gist/. Install: SwiftPM desert-ant-core; Maven ai.desertant:gist:3.1.0; npm i @desert-ant-labs/gist @litertjs/core. SDK source: https://github.com/Desert-Ant-Labs/desert-ant-core. Machine-readable catalog of every model and SDK: https://desertant.com/llms.txt.
Route content to channels by topic, no server call.
Build a router that reads a post with Desert Ant's Gist and sends it to the right channel or inbox by topic, entirely on-device. Build it with the Desert Ant SDK. Gist (Swift, Kotlin, JavaScript / TypeScript). Install and API: https://desertant.com/docs/gist/. Install: SwiftPM desert-ant-core; Maven ai.desertant:gist:3.1.0; npm i @desert-ant-labs/gist @litertjs/core. SDK source: https://github.com/Desert-Ant-Labs/desert-ant-core. Machine-readable catalog of every model and SDK: https://desertant.com/llms.txt.
Organize a reading list by topic, locally.
Build a read-it-later app that tags saved articles with Desert Ant's Gist on-device and groups them by topic, so the library organizes itself offline. Build it with the Desert Ant SDK. Gist (Swift, Kotlin, JavaScript / TypeScript). Install and API: https://desertant.com/docs/gist/. Install: SwiftPM desert-ant-core; Maven ai.desertant:gist:3.1.0; npm i @desert-ant-labs/gist @litertjs/core. SDK source: https://github.com/Desert-Ant-Labs/desert-ant-core. Machine-readable catalog of every model and SDK: https://desertant.com/llms.txt.
Give a recommender a topic-per-item signal that runs on the phone.
Add Desert Ant's Gist as an on-device feature extractor so your ranker gets Gist's topic tags (from a fixed 36-topic set) per item without shipping content to a server. Build it with the Desert Ant SDK. Gist (Swift, Kotlin, JavaScript / TypeScript). Install and API: https://desertant.com/docs/gist/. Install: SwiftPM desert-ant-core; Maven ai.desertant:gist:3.1.0; npm i @desert-ant-labs/gist @litertjs/core. SDK source: https://github.com/Desert-Ant-Labs/desert-ant-core. Machine-readable catalog of every model and SDK: https://desertant.com/llms.txt.
Auto-name and describe every clip and file.
Use Desert Ant's Title on-device to suggest a short title and a one-line description for a clip, note, or file from its text, so nothing is called 'Untitled'. Build it with the Desert Ant SDK. Title (Swift). Install and API: https://desertant.com/docs/title/. Install: SwiftPM desert-ant-core. SDK source: https://github.com/Desert-Ant-Labs/desert-ant-core. Machine-readable catalog of every model and SDK: https://desertant.com/llms.txt.
Title a note the moment it's saved.
In a notes app, run Desert Ant's Title on-device when a note is saved to propose a factual title and a short description, editable by the user. Build it with the Desert Ant SDK. Title (Swift). Install and API: https://desertant.com/docs/title/. Install: SwiftPM desert-ant-core. SDK source: https://github.com/Desert-Ant-Labs/desert-ant-core. Machine-readable catalog of every model and SDK: https://desertant.com/llms.txt.
Write library descriptions for a media archive.
Build a batch step that runs Desert Ant's Title on a Mac (Apple silicon) over transcripts in a media library to generate a title and description for each recording. Build it with the Desert Ant SDK. Title (Swift). Install and API: https://desertant.com/docs/title/. Install: SwiftPM desert-ant-core. SDK source: https://github.com/Desert-Ant-Labs/desert-ant-core. Machine-readable catalog of every model and SDK: https://desertant.com/llms.txt.
Add an emoji suggestion strip above the keyboard.
Add a suggestion strip that calls Desert Ant's Emo on-device as the user types and offers the emoji that fit the sentence, in their language, with no network call. Build it with the Desert Ant SDK. Emo (Swift, Kotlin, JavaScript / TypeScript). Install and API: https://desertant.com/docs/emo/. Install: SwiftPM desert-ant-core; Maven ai.desertant:emo:3.1.0; npm i @desert-ant-labs/emo @litertjs/core. SDK source: https://github.com/Desert-Ant-Labs/desert-ant-core. Machine-readable catalog of every model and SDK: https://desertant.com/llms.txt.
Suggest a reaction emoji for any message.
In a chat app, use Desert Ant's Emo on-device to suggest a fitting reaction emoji for the message a user is looking at, faster than they could scroll a picker. Build it with the Desert Ant SDK. Emo (Swift, Kotlin, JavaScript / TypeScript). Install and API: https://desertant.com/docs/emo/. Install: SwiftPM desert-ant-core; Maven ai.desertant:emo:3.1.0; npm i @desert-ant-labs/emo @litertjs/core. SDK source: https://github.com/Desert-Ant-Labs/desert-ant-core. Machine-readable catalog of every model and SDK: https://desertant.com/llms.txt.
Build a whiteboard that snaps rough sketches into clean shapes.
Build a drawing canvas where a freehand stroke is passed to Desert Ant's Shapes on-device and snapped to a clean rectangle, ellipse, triangle, star, or line in under 10ms. Keep the ink as an undo. Works offline. Build it with the Desert Ant SDK. Shapes (Swift, Kotlin, JavaScript / TypeScript). Install and API: https://desertant.com/docs/shapes/. Install: SwiftPM desert-ant-core; Maven ai.desertant:shapes:3.1.0; npm i @desert-ant-labs/shapes @litertjs/core. SDK source: https://github.com/Desert-Ant-Labs/desert-ant-core. Machine-readable catalog of every model and SDK: https://desertant.com/llms.txt.
Clean up a freehand diagram into crisp shapes.
In a diagramming tool, run Desert Ant's Shapes on each stroke to convert rough sketches into clean geometry as the user draws. Build it with the Desert Ant SDK. Shapes (Swift, Kotlin, JavaScript / TypeScript). Install and API: https://desertant.com/docs/shapes/. Install: SwiftPM desert-ant-core; Maven ai.desertant:shapes:3.1.0; npm i @desert-ant-labs/shapes @litertjs/core. SDK source: https://github.com/Desert-Ant-Labs/desert-ant-core. Machine-readable catalog of every model and SDK: https://desertant.com/llms.txt.
Add shape recognition to a web canvas with no download.
Add Desert Ant's Shapes to a browser drawing app (WebAssembly), so a hand-drawn stroke snaps to a clean shape with nothing to download and no server. Build it with the Desert Ant SDK. Shapes (Swift, Kotlin, JavaScript / TypeScript). Install and API: https://desertant.com/docs/shapes/. Install: SwiftPM desert-ant-core; Maven ai.desertant:shapes:3.1.0; npm i @desert-ant-labs/shapes @litertjs/core. SDK source: https://github.com/Desert-Ant-Labs/desert-ant-core. Machine-readable catalog of every model and SDK: https://desertant.com/llms.txt.
Build a full podcast studio: transcribe, clip, and title on the device.
Build a podcast tool that runs Desert Ant's Voz to transcribe an episode, Clips to pick the best moments as shorts, and Title to name and describe each clip, all on-device with no per-minute or per-token bill. Build it with the Desert Ant SDK. Voz (Swift). Install and API: https://desertant.com/docs/voz/. Clips (Swift). Install and API: https://desertant.com/docs/clips/. Title (Swift). Install and API: https://desertant.com/docs/title/. SDK source: https://github.com/Desert-Ant-Labs/desert-ant-core. Machine-readable catalog of every model and SDK: https://desertant.com/llms.txt.
Record, clean, transcribe, and clip: a whole creator pipeline, offline.
Build a creator pipeline: Desert Ant's Clear cleans the recording, Voz transcribes it, and Clips pulls the shorts, all on the device so a full episode never touches a server. Build it with the Desert Ant SDK. Clear (Swift, Kotlin, JavaScript / TypeScript). Install and API: https://desertant.com/docs/clear/. Voz (Swift). Install and API: https://desertant.com/docs/voz/. Clips (Swift). Install and API: https://desertant.com/docs/clips/. SDK source: https://github.com/Desert-Ant-Labs/desert-ant-core. Machine-readable catalog of every model and SDK: https://desertant.com/llms.txt.
Build a voice-notes app that cleans the audio and transcribes it offline.
Build a voice-notes app. Run Desert Ant's Clear on the recording for studio-clean audio, then Voz to transcribe it with word timestamps, entirely on-device so a note taken in a noisy room still reads well and never leaves the phone. Build it with the Desert Ant SDK. Clear (Swift, Kotlin, JavaScript / TypeScript). Install and API: https://desertant.com/docs/clear/. Voz (Swift). Install and API: https://desertant.com/docs/voz/. SDK source: https://github.com/Desert-Ant-Labs/desert-ant-core. Machine-readable catalog of every model and SDK: https://desertant.com/llms.txt.
Detect the language of a voice note, then transcribe with the right model.
Before transcribing, run Desert Ant's Ear on the first ~30 seconds to identify the spoken language on-device, then run Voz. Handle low confidence by asking the user instead of guessing. Build it with the Desert Ant SDK. Ear (Swift, Kotlin, JavaScript / TypeScript). Install and API: https://desertant.com/docs/ear/. Voz (Swift). Install and API: https://desertant.com/docs/voz/. SDK source: https://github.com/Desert-Ant-Labs/desert-ant-core. Machine-readable catalog of every model and SDK: https://desertant.com/llms.txt.
Transcribe interviews and auto-redact names before you share them.
Build an interview tool: Desert Ant's Voz transcribes on the Mac, then Redact removes the bulk of names and PII. Flag the transcript for a human check before sharing, since free-form names are Redact's least reliable field. Build it with the Desert Ant SDK. Voz (Swift). Install and API: https://desertant.com/docs/voz/. Redact (Swift, Kotlin, JavaScript / TypeScript). Install and API: https://desertant.com/docs/redact/. SDK source: https://github.com/Desert-Ant-Labs/desert-ant-core. Machine-readable catalog of every model and SDK: https://desertant.com/llms.txt.
Detect the language, then redact PII in that language.
Run Desert Ant's Tongue to detect a message's language, then Redact to strip PII with the right language coverage, both on-device. Build it with the Desert Ant SDK. Tongue (Swift, Kotlin, JavaScript / TypeScript). Install and API: https://desertant.com/docs/tongue/. Redact (Swift, Kotlin, JavaScript / TypeScript). Install and API: https://desertant.com/docs/redact/. SDK source: https://github.com/Desert-Ant-Labs/desert-ant-core. Machine-readable catalog of every model and SDK: https://desertant.com/llms.txt.
A clean, filler-free transcript from a raw, noisy recording.
Build a transcript pipeline: Desert Ant's Clear cleans the audio, Voz transcribes it, and Uhm removes the fillers, so a messy recording becomes a clean transcript, on-device. Build it with the Desert Ant SDK. Clear (Swift, Kotlin, JavaScript / TypeScript). Install and API: https://desertant.com/docs/clear/. Voz (Swift). Install and API: https://desertant.com/docs/voz/. Uhm (Swift). Install and API: https://desertant.com/docs/uhm/. SDK source: https://github.com/Desert-Ant-Labs/desert-ant-core. Machine-readable catalog of every model and SDK: https://desertant.com/llms.txt.
Word-perfect captions from any recording.
Transcribe with Desert Ant's Voz, which returns a start and end time for every word, and build a synced caption track or export SRT straight from result.words. On iPhone or Mac, on-device. Build it with the Desert Ant SDK. Voz (Swift). Install and API: https://desertant.com/docs/voz/. Install: SwiftPM desert-ant-core. SDK source: https://github.com/Desert-Ant-Labs/desert-ant-core. Machine-readable catalog of every model and SDK: https://desertant.com/llms.txt.
Tag a post and suggest an emoji for it.
As a user drafts a post, run Desert Ant's Gist to tag its topic and Emo to suggest a fitting emoji, both on-device. Build it with the Desert Ant SDK. Gist (Swift, Kotlin, JavaScript / TypeScript). Install and API: https://desertant.com/docs/gist/. Emo (Swift, Kotlin, JavaScript / TypeScript). Install and API: https://desertant.com/docs/emo/. SDK source: https://github.com/Desert-Ant-Labs/desert-ant-core. Machine-readable catalog of every model and SDK: https://desertant.com/llms.txt.
Pick the dominant language of a recording to route it.
Use Desert Ant's Ear on-device to identify the dominant spoken language of a recording (from its most speech-like 30-second windows) and route it to the right transcriber or team. Build it with the Desert Ant SDK. Ear (Swift, Kotlin, JavaScript / TypeScript). Install and API: https://desertant.com/docs/ear/. Install: SwiftPM desert-ant-core; Maven ai.desertant:ear:3.1.0; npm i @desert-ant-labs/ear @litertjs/core # browser. SDK source: https://github.com/Desert-Ant-Labs/desert-ant-core. Machine-readable catalog of every model and SDK: https://desertant.com/llms.txt.
Detect the language of a voicemail or dictation before transcribing.
Run Desert Ant's Ear on the first ~30 seconds of a voicemail or dictation on-device to identify the language, then pick the right transcriber. Ear needs about 30 seconds, so accumulate audio before deciding on very short clips. Build it with the Desert Ant SDK. Ear (Swift, Kotlin, JavaScript / TypeScript). Install and API: https://desertant.com/docs/ear/. Install: SwiftPM desert-ant-core; Maven ai.desertant:ear:3.1.0; npm i @desert-ant-labs/ear @litertjs/core # browser. SDK source: https://github.com/Desert-Ant-Labs/desert-ant-core. Machine-readable catalog of every model and SDK: https://desertant.com/llms.txt.
Gate transcription so it only runs on languages you support.
Use Desert Ant's Ear to detect the spoken language on-device and skip or reroute recordings in languages your transcriber does not support. Build it with the Desert Ant SDK. Ear (Swift, Kotlin, JavaScript / TypeScript). Install and API: https://desertant.com/docs/ear/. Install: SwiftPM desert-ant-core; Maven ai.desertant:ear:3.1.0; npm i @desert-ant-labs/ear @litertjs/core # browser. SDK source: https://github.com/Desert-Ant-Labs/desert-ant-core. Machine-readable catalog of every model and SDK: https://desertant.com/llms.txt.
Auto-add an emoji to a task or calendar title.
Use Desert Ant's Emo on-device to add a fitting emoji to a task or event title as it's created, in the user's language. Build it with the Desert Ant SDK. Emo (Swift, Kotlin, JavaScript / TypeScript). Install and API: https://desertant.com/docs/emo/. Install: SwiftPM desert-ant-core; Maven ai.desertant:emo:3.1.0; npm i @desert-ant-labs/emo @litertjs/core. SDK source: https://github.com/Desert-Ant-Labs/desert-ant-core. Machine-readable catalog of every model and SDK: https://desertant.com/llms.txt.
Build an emoji search that understands a sentence, not just keywords.
Build an emoji picker that runs Desert Ant's Emo on-device so typing a phrase surfaces the emoji that fit the meaning, faster than scrolling. Build it with the Desert Ant SDK. Emo (Swift, Kotlin, JavaScript / TypeScript). Install and API: https://desertant.com/docs/emo/. Install: SwiftPM desert-ant-core; Maven ai.desertant:emo:3.1.0; npm i @desert-ant-labs/emo @litertjs/core. SDK source: https://github.com/Desert-Ant-Labs/desert-ant-core. Machine-readable catalog of every model and SDK: https://desertant.com/llms.txt.
Suggest a status emoji from what someone is typing.
In a chat or status field, run Desert Ant's Emo on-device to suggest a status emoji from the text the user is writing. Build it with the Desert Ant SDK. Emo (Swift, Kotlin, JavaScript / TypeScript). Install and API: https://desertant.com/docs/emo/. Install: SwiftPM desert-ant-core; Maven ai.desertant:emo:3.1.0; npm i @desert-ant-labs/emo @litertjs/core. SDK source: https://github.com/Desert-Ant-Labs/desert-ant-core. Machine-readable catalog of every model and SDK: https://desertant.com/llms.txt.
Snap flowchart boxes and connector lines as you sketch them.
In a diagram or flowchart tool, run Desert Ant's Shapes on each stroke so hand-drawn boxes and connector lines snap to clean geometry live. (Add your own arrowheads on a recognized line.) Build it with the Desert Ant SDK. Shapes (Swift, Kotlin, JavaScript / TypeScript). Install and API: https://desertant.com/docs/shapes/. Install: SwiftPM desert-ant-core; Maven ai.desertant:shapes:3.1.0; npm i @desert-ant-labs/shapes @litertjs/core. SDK source: https://github.com/Desert-Ant-Labs/desert-ant-core. Machine-readable catalog of every model and SDK: https://desertant.com/llms.txt.
Add smart-shape drawing to a kids' learning app.
Use Desert Ant's Shapes on-device so a child's rough drawing of a circle or triangle snaps to a clean shape, teaching by doing. Works offline. Build it with the Desert Ant SDK. Shapes (Swift, Kotlin, JavaScript / TypeScript). Install and API: https://desertant.com/docs/shapes/. Install: SwiftPM desert-ant-core; Maven ai.desertant:shapes:3.1.0; npm i @desert-ant-labs/shapes @litertjs/core. SDK source: https://github.com/Desert-Ant-Labs/desert-ant-core. Machine-readable catalog of every model and SDK: https://desertant.com/llms.txt.
Recognize gesture shapes to trigger app actions.
Use Desert Ant's Shapes to turn a drawn gesture (a circle, a triangle) into an app action, recognized on-device in under 10ms. Build it with the Desert Ant SDK. Shapes (Swift, Kotlin, JavaScript / TypeScript). Install and API: https://desertant.com/docs/shapes/. Install: SwiftPM desert-ant-core; Maven ai.desertant:shapes:3.1.0; npm i @desert-ant-labs/shapes @litertjs/core. SDK source: https://github.com/Desert-Ant-Labs/desert-ant-core. Machine-readable catalog of every model and SDK: https://desertant.com/llms.txt.
Trim every filler from a talking-head take automatically.
Build an auto-trim that runs Desert Ant's Uhm on-device to find and cut fillers from a talking-head video before export. Build it with the Desert Ant SDK. Uhm (Swift). Install and API: https://desertant.com/docs/uhm/. Install: SwiftPM desert-ant-core. SDK source: https://github.com/Desert-Ant-Labs/desert-ant-core. Machine-readable catalog of every model and SDK: https://desertant.com/llms.txt.
Detect the language of a search query and pick the right index.
Run Desert Ant's Tongue on a search query on-device to route it to the right language index or analyzer, in microseconds. Build it with the Desert Ant SDK. Tongue (Swift, Kotlin, JavaScript / TypeScript). Install and API: https://desertant.com/docs/tongue/. Install: SwiftPM desert-ant-core; Maven ai.desertant:tongue:3.1.0; npm i @desert-ant-labs/tongue. SDK source: https://github.com/Desert-Ant-Labs/desert-ant-core. Machine-readable catalog of every model and SDK: https://desertant.com/llms.txt.
Draft an SEO title and meta description from a page's text.
Run Desert Ant's Title on a Mac (Apple silicon) over a page's content to draft a factual title and a one-to-two sentence meta description. Build it with the Desert Ant SDK. Title (Swift). Install and API: https://desertant.com/docs/title/. Install: SwiftPM desert-ant-core. SDK source: https://github.com/Desert-Ant-Labs/desert-ant-core. Machine-readable catalog of every model and SDK: https://desertant.com/llms.txt.
Auto-file support tickets into the right queue by topic.
Use Desert Ant's Gist on-device to tag an incoming support ticket with its topic and route it to the right queue, no classification server. Build it with the Desert Ant SDK. Gist (Swift, Kotlin, JavaScript / TypeScript). Install and API: https://desertant.com/docs/gist/. Install: SwiftPM desert-ant-core; Maven ai.desertant:gist:3.1.0; npm i @desert-ant-labs/gist @litertjs/core. SDK source: https://github.com/Desert-Ant-Labs/desert-ant-core. Machine-readable catalog of every model and SDK: https://desertant.com/llms.txt.
Turn a webinar into teaser clips for social.
Transcribe a webinar with Desert Ant's Voz and use Clips to pull the strongest moments as teaser clips for social, on-device. Build it with the Desert Ant SDK. Voz (Swift). Install and API: https://desertant.com/docs/voz/. Clips (Swift). Install and API: https://desertant.com/docs/clips/. SDK source: https://github.com/Desert-Ant-Labs/desert-ant-core. Machine-readable catalog of every model and SDK: https://desertant.com/llms.txt.
Build a fully local clipping engine: transcribe, clip, title, caption.
Chain Desert Ant's Voz (transcribe with word timestamps), Clips (select the moments), and Title (name each clip) into a clipping engine that runs entirely on-device on iPhone or Mac, with word-accurate captions from Voz and no per-minute cost. Build it with the Desert Ant SDK. Voz (Swift). Install and API: https://desertant.com/docs/voz/. Clips (Swift). Install and API: https://desertant.com/docs/clips/. Title (Swift). Install and API: https://desertant.com/docs/title/. SDK source: https://github.com/Desert-Ant-Labs/desert-ant-core. Machine-readable catalog of every model and SDK: https://desertant.com/llms.txt.
De-identify a dataset before fine-tuning or sharing it.
Batch-run Desert Ant's Redact over a text dataset to strip names, emails, and other PII before you fine-tune a model or hand the data to a partner. On your own infrastructure, nothing leaves it. Build it with the Desert Ant SDK. Redact (Swift, Kotlin, JavaScript / TypeScript). Install and API: https://desertant.com/docs/redact/. Install: SwiftPM desert-ant-core; Maven ai.desertant:redact:3.1.0; npm i @desert-ant-labs/redact @litertjs/core. SDK source: https://github.com/Desert-Ant-Labs/desert-ant-core. Machine-readable catalog of every model and SDK: https://desertant.com/llms.txt.
Build an OpenClaw skill that redacts PII before any tool sees it.
Write an OpenClaw skill that runs Desert Ant's Redact on-device to strip names, emails, and other PII from text before it's passed to any tool, API, or LLM, and returns the redacted text plus the spans it hid. Build it with the Desert Ant SDK. Redact (Swift, Kotlin, JavaScript / TypeScript). Install and API: https://desertant.com/docs/redact/. Install: SwiftPM desert-ant-core; Maven ai.desertant:redact:3.1.0; npm i @desert-ant-labs/redact @litertjs/core. SDK source: https://github.com/Desert-Ant-Labs/desert-ant-core. Machine-readable catalog of every model and SDK: https://desertant.com/llms.txt.
Build an OpenClaw skill that tags and language-routes text.
Write an OpenClaw skill that runs Desert Ant's Tongue to detect a text's language and Gist to tag its topics, on-device, so an agent can route content without a server call. Build it with the Desert Ant SDK. Tongue (Swift, Kotlin, JavaScript / TypeScript). Install and API: https://desertant.com/docs/tongue/. Gist (Swift, Kotlin, JavaScript / TypeScript). Install and API: https://desertant.com/docs/gist/. SDK source: https://github.com/Desert-Ant-Labs/desert-ant-core. Machine-readable catalog of every model and SDK: https://desertant.com/llms.txt.
Add a Shortcuts action that transcribes a voice memo on the device.
Build an App Intent that exposes Desert Ant's Voz as an Apple Shortcuts action, so 'transcribe this memo' runs on-device and returns text with timestamps. Build it with the Desert Ant SDK. Voz (Swift). Install and API: https://desertant.com/docs/voz/. Install: SwiftPM desert-ant-core. SDK source: https://github.com/Desert-Ant-Labs/desert-ant-core. Machine-readable catalog of every model and SDK: https://desertant.com/llms.txt.
A Shortcut that cleans up any audio file's sound.
Build an App Intent for Apple Shortcuts that runs Desert Ant's Clear over an audio file to remove noise and room echo and master it to a chosen loudness, on-device. Build it with the Desert Ant SDK. Clear (Swift, Kotlin, JavaScript / TypeScript). Install and API: https://desertant.com/docs/clear/. Install: SwiftPM desert-ant-core; Maven ai.desertant:clear:3.1.0; npm i @desert-ant-labs/clear @litertjs/core # browser. SDK source: https://github.com/Desert-Ant-Labs/desert-ant-core. Machine-readable catalog of every model and SDK: https://desertant.com/llms.txt.
A Shortcut that redacts PII from the clipboard.
Build an Apple Shortcuts action that runs Desert Ant's Redact on the clipboard text on-device and replaces it with the redacted version, so you can scrub before pasting. Build it with the Desert Ant SDK. Redact (Swift, Kotlin, JavaScript / TypeScript). Install and API: https://desertant.com/docs/redact/. Install: SwiftPM desert-ant-core; Maven ai.desertant:redact:3.1.0; npm i @desert-ant-labs/redact @litertjs/core. SDK source: https://github.com/Desert-Ant-Labs/desert-ant-core. Machine-readable catalog of every model and SDK: https://desertant.com/llms.txt.
A Shortcut that titles and describes whatever you share to it.
Build a Share-sheet App Intent that runs Desert Ant's Title on-device to suggest a title and a one-line description for shared text or a transcript. Build it with the Desert Ant SDK. Title (Swift). Install and API: https://desertant.com/docs/title/. Install: SwiftPM desert-ant-core. SDK source: https://github.com/Desert-Ant-Labs/desert-ant-core. Machine-readable catalog of every model and SDK: https://desertant.com/llms.txt.
A CLI that transcribes a folder of recordings to text and SRT.
Build a Mac command-line tool that runs Desert Ant's Voz over every audio or video file in a folder, writing a transcript and a timed .srt for each. On-device, scriptable, no API key. Build it with the Desert Ant SDK. Voz (Swift). Install and API: https://desertant.com/docs/voz/. Install: SwiftPM desert-ant-core. SDK source: https://github.com/Desert-Ant-Labs/desert-ant-core. Machine-readable catalog of every model and SDK: https://desertant.com/llms.txt.
A CLI that redacts PII from every file in a directory.
Build a Node CLI that runs Desert Ant's Redact over text files in a directory and writes redacted copies, so you can de-identify a batch from the terminal or CI. Build it with the Desert Ant SDK. Redact (Swift, Kotlin, JavaScript / TypeScript). Install and API: https://desertant.com/docs/redact/. Install: SwiftPM desert-ant-core; Maven ai.desertant:redact:3.1.0; npm i @desert-ant-labs/redact @litertjs/core. SDK source: https://github.com/Desert-Ant-Labs/desert-ant-core. Machine-readable catalog of every model and SDK: https://desertant.com/llms.txt.
A CLI that clips the highlights out of a video.
Build a Mac CLI that transcribes a video with Desert Ant's Voz and exports ranked highlight clips with Clips, controllable by a percentile threshold. Build it with the Desert Ant SDK. Voz (Swift). Install and API: https://desertant.com/docs/voz/. Clips (Swift). Install and API: https://desertant.com/docs/clips/. SDK source: https://github.com/Desert-Ant-Labs/desert-ant-core. Machine-readable catalog of every model and SDK: https://desertant.com/llms.txt.
A CLI that batch-enhances a podcast back catalog.
Build a CLI that runs Desert Ant's Clear over a folder of episodes to enhance, master, and re-encode each to podcast loudness, on-device, so a whole archive processes in one pass. Build it with the Desert Ant SDK. Clear (Swift, Kotlin, JavaScript / TypeScript). Install and API: https://desertant.com/docs/clear/. Install: SwiftPM desert-ant-core; Maven ai.desertant:clear:3.1.0; npm i @desert-ant-labs/clear @litertjs/core # browser. SDK source: https://github.com/Desert-Ant-Labs/desert-ant-core. Machine-readable catalog of every model and SDK: https://desertant.com/llms.txt.
Build a Mac clipping app: drop a video, get ranked shorts.
Build a Mac app where you drop in a video, Desert Ant's Voz transcribes it and Clips ranks the best moments, and you export shorts. Fully on-device, no upload, no per-minute cost. Build it with the Desert Ant SDK. Voz (Swift). Install and API: https://desertant.com/docs/voz/. Clips (Swift). Install and API: https://desertant.com/docs/clips/. SDK source: https://github.com/Desert-Ant-Labs/desert-ant-core. Machine-readable catalog of every model and SDK: https://desertant.com/llms.txt.
Build a Mac audio-cleanup app: drag in a recording, get studio sound.
Build a Mac app that runs Desert Ant's Clear on a dragged-in recording to remove noise and room tone and master it to a chosen loudness, with a before/after preview. On-device. Build it with the Desert Ant SDK. Clear (Swift, Kotlin, JavaScript / TypeScript). Install and API: https://desertant.com/docs/clear/. Install: SwiftPM desert-ant-core; Maven ai.desertant:clear:3.1.0; npm i @desert-ant-labs/clear @litertjs/core # browser. SDK source: https://github.com/Desert-Ant-Labs/desert-ant-core. Machine-readable catalog of every model and SDK: https://desertant.com/llms.txt.
A VS Code extension that strips PII and secrets from a file.
Build a VS Code extension that runs Desert Ant's Redact in Node to flag and redact PII in the open file before commit, so nothing personal lands in the repo. Build it with the Desert Ant SDK. Redact (Swift, Kotlin, JavaScript / TypeScript). Install and API: https://desertant.com/docs/redact/. Install: SwiftPM desert-ant-core; Maven ai.desertant:redact:3.1.0; npm i @desert-ant-labs/redact @litertjs/core. SDK source: https://github.com/Desert-Ant-Labs/desert-ant-core. Machine-readable catalog of every model and SDK: https://desertant.com/llms.txt.
An Obsidian plugin that tags notes with their topics, on the device.
Build an Obsidian plugin that runs Desert Ant's Gist in Node to tag each note with its topics and build a topic index, entirely local. Build it with the Desert Ant SDK. Gist (Swift, Kotlin, JavaScript / TypeScript). Install and API: https://desertant.com/docs/gist/. Install: SwiftPM desert-ant-core; Maven ai.desertant:gist:3.1.0; npm i @desert-ant-labs/gist @litertjs/core. SDK source: https://github.com/Desert-Ant-Labs/desert-ant-core. Machine-readable catalog of every model and SDK: https://desertant.com/llms.txt.
A Final Cut helper that generates word-accurate captions.
Build a Final Cut Pro companion that transcribes a clip with Desert Ant's Voz on the Mac and imports word-timed captions, ready to style. On-device, no cloud captioning. Build it with the Desert Ant SDK. Voz (Swift). Install and API: https://desertant.com/docs/voz/. Install: SwiftPM desert-ant-core. SDK source: https://github.com/Desert-Ant-Labs/desert-ant-core. Machine-readable catalog of every model and SDK: https://desertant.com/llms.txt.
A Raycast command that redacts or tags the clipboard.
Build a Raycast extension that runs Desert Ant's Redact and Gist in Node on the clipboard, so a keystroke redacts PII or tags the text's topic, locally. Build it with the Desert Ant SDK. Redact (Swift, Kotlin, JavaScript / TypeScript). Install and API: https://desertant.com/docs/redact/. Gist (Swift, Kotlin, JavaScript / TypeScript). Install and API: https://desertant.com/docs/gist/. SDK source: https://github.com/Desert-Ant-Labs/desert-ant-core. Machine-readable catalog of every model and SDK: https://desertant.com/llms.txt.
A chat bot that tags and language-routes messages, in Node.
Build a Slack or Discord bot that runs Desert Ant's Tongue and Gist in Node to detect each message's language and topic and route it, with no third-party classification service. Build it with the Desert Ant SDK. Tongue (Swift, Kotlin, JavaScript / TypeScript). Install and API: https://desertant.com/docs/tongue/. Gist (Swift, Kotlin, JavaScript / TypeScript). Install and API: https://desertant.com/docs/gist/. SDK source: https://github.com/Desert-Ant-Labs/desert-ant-core. Machine-readable catalog of every model and SDK: https://desertant.com/llms.txt.
Build an agent skill that redacts PII before your coding agent sends anything out.
Write a SKILL.md agent skill (works in Claude Code, Codex, and Cursor) that runs Desert Ant's Redact on-device to strip names, emails, keys, and other PII from any text before the agent passes it to a tool, API, or model. Return the redacted text and the spans it hid. Build it with the Desert Ant SDK. Redact (Swift, Kotlin, JavaScript / TypeScript). Install and API: https://desertant.com/docs/redact/. Install: SwiftPM desert-ant-core; Maven ai.desertant:redact:3.1.0; npm i @desert-ant-labs/redact @litertjs/core. SDK source: https://github.com/Desert-Ant-Labs/desert-ant-core. Machine-readable catalog of every model and SDK: https://desertant.com/llms.txt.
Build an agent skill that tags and language-routes text for an agent.
Write a SKILL.md agent skill that runs Desert Ant's Tongue to detect a text's language and Gist to tag its topics, on-device, so the agent can route or filter content without a server call. Build it with the Desert Ant SDK. Tongue (Swift, Kotlin, JavaScript / TypeScript). Install and API: https://desertant.com/docs/tongue/. Gist (Swift, Kotlin, JavaScript / TypeScript). Install and API: https://desertant.com/docs/gist/. SDK source: https://github.com/Desert-Ant-Labs/desert-ant-core. Machine-readable catalog of every model and SDK: https://desertant.com/llms.txt.
Build a Codex skill that scrubs PII and secrets before a commit.
Write a Codex SKILL.md skill (~/.agents/skills) that runs Desert Ant's Redact over staged changes on-device and flags or removes PII and secrets before the commit lands. Build it with the Desert Ant SDK. Redact (Swift, Kotlin, JavaScript / TypeScript). Install and API: https://desertant.com/docs/redact/. Install: SwiftPM desert-ant-core; Maven ai.desertant:redact:3.1.0; npm i @desert-ant-labs/redact @litertjs/core. SDK source: https://github.com/Desert-Ant-Labs/desert-ant-core. Machine-readable catalog of every model and SDK: https://desertant.com/llms.txt.
An OpenHands tool that de-identifies data before the agent touches it.
Add a tool to OpenHands that runs Desert Ant's Redact on-device to remove PII from any data the agent reads or writes, so personal data never enters the agent's context or its outputs. Build it with the Desert Ant SDK. Redact (Swift, Kotlin, JavaScript / TypeScript). Install and API: https://desertant.com/docs/redact/. Install: SwiftPM desert-ant-core; Maven ai.desertant:redact:3.1.0; npm i @desert-ant-labs/redact @litertjs/core. SDK source: https://github.com/Desert-Ant-Labs/desert-ant-core. Machine-readable catalog of every model and SDK: https://desertant.com/llms.txt.
An OpenClaw skill that redacts a message before it hits Slack or WhatsApp.
Write an OpenClaw skill that runs Desert Ant's Redact on-device to strip PII from a message before OpenClaw sends it through Slack, WhatsApp, or Telegram. Build it with the Desert Ant SDK. Redact (Swift, Kotlin, JavaScript / TypeScript). Install and API: https://desertant.com/docs/redact/. Install: SwiftPM desert-ant-core; Maven ai.desertant:redact:3.1.0; npm i @desert-ant-labs/redact @litertjs/core. SDK source: https://github.com/Desert-Ant-Labs/desert-ant-core. Machine-readable catalog of every model and SDK: https://desertant.com/llms.txt.
Build an OpenClaw skill that transcribes any audio or video you point it at.
OpenClaw usually runs on a Mac (a Mac mini is common). Build a small Swift CLI that links Desert Ant's Voz and prints the transcript with word timestamps, then write an OpenClaw skill that shells out to it. Local, no cloud STT, no per-minute bill. Build it with the Desert Ant SDK. Voz (Swift). Install and API: https://desertant.com/docs/voz/. Install: SwiftPM desert-ant-core. SDK source: https://github.com/Desert-Ant-Labs/desert-ant-core. Machine-readable catalog of every model and SDK: https://desertant.com/llms.txt.
Build an OpenClaw skill that pulls the best clips out of a video.
On the Mac your OpenClaw runs on, build a small Swift CLI that transcribes with Desert Ant's Voz and ranks the best moments with Clips, then an OpenClaw skill that calls it to return shorts. Entirely on-device. Build it with the Desert Ant SDK. Voz (Swift). Install and API: https://desertant.com/docs/voz/. Clips (Swift). Install and API: https://desertant.com/docs/clips/. SDK source: https://github.com/Desert-Ant-Labs/desert-ant-core. Machine-readable catalog of every model and SDK: https://desertant.com/llms.txt.
Build a Claude and Codex skill that transcribes audio, locally.
On a Mac, build a small Swift CLI that links Desert Ant's Voz, then write a SKILL.md skill (Claude Code and Codex) that shells out to it to transcribe a file with word timestamps. No cloud STT. Build it with the Desert Ant SDK. Voz (Swift). Install and API: https://desertant.com/docs/voz/. Install: SwiftPM desert-ant-core. SDK source: https://github.com/Desert-Ant-Labs/desert-ant-core. Machine-readable catalog of every model and SDK: https://desertant.com/llms.txt.
Build an agent skill that titles and describes any file the agent makes.
On a Mac (Apple silicon), build a small Swift CLI that links Desert Ant's Title (MLX), then write a SKILL.md skill that calls it to give a clip, note, or transcript a short title and one-line description. Build it with the Desert Ant SDK. Title (Swift). Install and API: https://desertant.com/docs/title/. Install: SwiftPM desert-ant-core. SDK source: https://github.com/Desert-Ant-Labs/desert-ant-core. Machine-readable catalog of every model and SDK: https://desertant.com/llms.txt.
Build a Claude Code skill that clips highlights from a video.
On a Mac, build a small Swift CLI that transcribes with Desert Ant's Voz and ranks moments with Clips, then a Claude Code SKILL.md skill that shells out to it to return ranked shorts. On-device. Build it with the Desert Ant SDK. Voz (Swift). Install and API: https://desertant.com/docs/voz/. Clips (Swift). Install and API: https://desertant.com/docs/clips/. SDK source: https://github.com/Desert-Ant-Labs/desert-ant-core. Machine-readable catalog of every model and SDK: https://desertant.com/llms.txt.
A Goose extension that transcribes and clips media, locally.
On the Mac Goose (Block) runs on, build a small Swift CLI wrapping Desert Ant's Voz and Clips, and a Goose extension that calls it to transcribe and clip media on-device, with nothing sent to the cloud. Build it with the Desert Ant SDK. Voz (Swift). Install and API: https://desertant.com/docs/voz/. Clips (Swift). Install and API: https://desertant.com/docs/clips/. SDK source: https://github.com/Desert-Ant-Labs/desert-ant-core. Machine-readable catalog of every model and SDK: https://desertant.com/llms.txt.
Give Open Interpreter on-device transcription and PII redaction.
On a Mac, add tools to Open Interpreter: a small Swift CLI that links Desert Ant's Voz for transcription, and Redact (JS/WASM, or a Swift CLI) for stripping PII, so the local agent handles audio and sensitive text on-device. Build it with the Desert Ant SDK. Voz (Swift). Install and API: https://desertant.com/docs/voz/. Redact (Swift, Kotlin, JavaScript / TypeScript). Install and API: https://desertant.com/docs/redact/. SDK source: https://github.com/Desert-Ant-Labs/desert-ant-core. Machine-readable catalog of every model and SDK: https://desertant.com/llms.txt.
Review your app and find features you could move on the device.
Look at my current codebase and list the features that make cloud AI calls (transcription, moderation, tagging, extraction, enhancement). For each, tell me which Desert Ant on-device model would replace it, what it would save in cost and latency, and roughly how to swap it in. For SDK setup, point your coding agent at https://desertant.com/llms.txt (machine-readable) or browse https://desertant.com/docs/. Machine-readable catalog of every model and SDK: https://desertant.com/llms.txt.
Add a private, offline AI feature to an app that has none.
Suggest one on-device feature I could add to my app using a Desert Ant model that would work offline, cost nothing per user, and keep data on the device. Pick the model, describe the feature, and sketch the integration. For SDK setup, point your coding agent at https://desertant.com/llms.txt (machine-readable) or browse https://desertant.com/docs/. Machine-readable catalog of every model and SDK: https://desertant.com/llms.txt.