{"data":{"slug":"jegly-box","name":"Box","tagline":"fully offline client-side AI suite for Android","github_url":"https://github.com/jegly/Box","owner":"jegly","repo":"Box","owner_avatar_url":"https://avatars.githubusercontent.com/u/239281279?v=4","primary_language":"Kotlin","stars":843,"forks":53,"topics":["android","android-ai-app","artificial-intelligence","box","gguf","linux","linux-ai","litert","litert-lm","litertlm","llamacpp","local-ai","local-llm","mcp-server","music-generation","ondevice-ai","privacy-first-ai","rag","visionai"],"archived":false,"github_pushed_at":"2026-09-03T23:48:14+00:00","maintenance_label":"Active","stars_delta_30d":96,"url":"https://www.graphcanon.com/tools/jegly-box","markdown_url":"https://www.graphcanon.com/tools/jegly-box.md","api_url":"https://www.graphcanon.com/api/graphcanon/tools/jegly-box","graph_url":"https://www.graphcanon.com/api/graphcanon/graph?tool=jegly-box","description":"The most advanced, fully offline client-side AI suite on Android today.","homepage_url":"https://jegly.xyz","license":"Other","open_issues":4,"watchers":3,"ai_summary":"Box is an advanced artificial intelligence application designed to operate fully offline on Android devices, offering capabilities in music generation and visionAI.","readme_excerpt":"### Install via Obtainium\n\n1. Open **Obtainium** on your phone\n2. Tap the **+** button\n3. Paste this repo URL:  \n   `https://github.com/jegly/Box`\n4. Tap **Add**\n\n\n*Recommended for most users: **Main version***\n\n\n      \n  ### Which version should I install?                                                                                                                                                                                                         \n                  \n  | Version | For |\n  |---|---|\n  | **Main** | Stock Android (Pixel, Samsung, etc.) |\n  | **Custom ROM** | GrapheneOS, LineageOS, CalyxOS — no Google services |\n      \n- The in-app updater is also available in Settings                                                                                                                                                                                                                                                                                                                                                                                                                                                                                     \n  ### Setup steps\n                                                                                                                                                                                                                                              \n  1. Tap the badge for your version above — this opens Obtainium with the repo pre-filled\n  2. Under **APK filter regex**, enter one of the following:\n     - Main: `Main`\n     - Custom ROM: `custom-rom-support`\n  3. Tap **Add** — Obtainium will find the latest release and install it                                                                                                                                                                      \n  4. Future updates will be detected automatically\n                                                                                                                                                                                                                                              \n  > **Note:** As of **v2.0.0**, the in-app **App version** matches the Box\n  > release version (2.0.0) — the earlier mismatch with the upstream Google AI\n  > Edge Gallery build number (which showed 1.0.15) is fixed (#67). Box releases\n  > are tracked via GitHub tags. Use **Settings → Check for updates** to see if a\n  > newer Box release is available.\n  \n**Box is a security-hardened, feature rich fork of [Google AI Edge Gallery](https://github.com/google-ai-edge/gallery) — with on-device image generation (Bonsai Image 4B, FLUX.2 klein & Z-Image Turbo diffusion), Box Assist (spoken camera assistance for blind and low-vision users), AI image upscaling, face recognition, photo erase/inpainting, music & sound generation, voice mode (speech-to-speech AI chat), voice input, multilingual text-to-speech, document analysis and Q&A, vision AI, full GPU and Snapdragon/Tensor/MediaTek NPU acceleration, a hardened security posture (biometric lock, encrypted chat history, tap-jacking protection), llama.cpp support, and GGUF model import — and more**\n\n> [!IMPORTANT]\n>## Disclaimer\n\nBox began as a fork of [Google AI Edge Gallery](https://github.com/google-ai-edge/gallery) and is not affiliated with or endorsed by Google LLC. Google branding has been replaced throughout. Box has since diverged substantially from upstream — active merging with upstream stopped some time ago, and upstream has itself since adopted features that originated in Box. Box now carries roughly 50+ features not present in upstream Google AI Edge Gallery. Credit for the original underlying platform goes to Google and the original contributors.\n\n  \n  \n<details>\n<summary>\n\n---\n\n### Requirements\n\n- Android 14+\n- ~4 GB of free storage for a typical quantised LLM\n- 6 GB of RAM (8 GB for Bonsai image generation)\n\n---\n\n## License\n<img src=\"https://github.com/","github_created_at":"2026-04-17T10:42:52+00:00","created_at":"2026-07-15T10:59:04.406738+00:00","updated_at":"2026-09-20T05:01:39.299505+00:00","categories":[{"slug":"inference-serving","name":"Inference & Serving","url":"https://www.graphcanon.com/categories/inference-serving","markdown_url":"https://www.graphcanon.com/categories/inference-serving.md","api_url":"https://www.graphcanon.com/api/graphcanon/categories/inference-serving"},{"slug":"model-training","name":"Model Training","url":"https://www.graphcanon.com/categories/model-training","markdown_url":"https://www.graphcanon.com/categories/model-training.md","api_url":"https://www.graphcanon.com/api/graphcanon/categories/model-training"}],"tags":[{"slug":"android","name":"android"},{"slug":"music-generation","name":"music-generation"},{"slug":"offline-operation","name":"offline-operation"},{"slug":"visionai","name":"visionai"}],"trust":{"provenance":{"is_fork":false,"github_id":1213401441,"owner_type":"User","methodology":"github_public_v1","parent_repo":null,"near_duplicate_slugs":[]},"computed_at":"2026-09-20T05:01:37.254Z","maintenance":{"label":"Active","score":82,"methodology":"github_public_v1","releases_90d":8,"days_since_push":16,"last_release_at":"2026-09-03T14:37:01Z","stars_delta_30d":96,"open_issues_delta_30d":1},"security_summary":{"status":"no_manifest","scanner":null,"low_count":0,"high_count":0,"last_scan_at":"2026-07-15T10:59:05.769Z","medium_count":0,"scan_profile":"mcp_manifest","critical_count":0}},"capability_facts":{"scan":{"source":"repo_scan","observed_at":"2026-09-20T05:01:38.488Z"},"languages":{"value":["kotlin"],"source":"github.language","observed_at":"2026-09-20T05:01:38.488Z"},"license_spdx":{"value":"Other","source":"github.license","observed_at":"2026-09-20T05:01:38.488Z"}},"decision_facts":{"hosting":null,"pricing":null,"requirements":null,"constraints":null,"when_to_use":["When targeting privacy-sensitive tasks that require full offline functionality on Android devices","For applications needing local processing without any cloud dependencies"],"when_not_to_use":["If your project requires access to a broad range of AI models not supported by Box","In scenarios where continuous model updates via internet are necessary for accuracy and performance"],"source":"enrich:decision_facts","observed_at":"2026-07-17T10:04:06.037Z"},"constraint_facets":null,"decision_summary":[{"label":"Adopt for","value":"Box, an offline AI suite for Android devices with capabilities in music generation and visionAI."}]}}