jegly

jegly / Box

Public

Private on-device AI suite for Android. Fork of Google AI Edge Gallery with llama.cpp, whisper.cpp, stable-diffusion.cpp, GGUF import, voice chat, vision AI, on-device image generation, biometric lock, encrypted history, and NPU/TPU/GPU acceleration.

ai-assistant artificial-intelligence box gguf google
83
2
100% credibility
Found Apr 30, 2026 at 83 stars -- GitGems finds repos before they trend. Get early access to the next one.
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AI Analysis
Kotlin
AI Summary

Box is an enhanced Android app for running AI models entirely offline, supporting chat, voice interactions, image generation, vision analysis, and custom agent skills with added privacy features like biometric locking.

How It Works

1
📱 Discover Box

You find Box, a fun app that runs smart AI right on your phone without needing the internet.

2
💾 Download the app

Grab the ready-to-use app file from the download link and save it to your phone.

3
🔧 Install and open

Tap to install the app, then launch it and use your fingerprint to keep your chats private.

4
🧠 Pick your AI companion

Choose a ready-made AI brain or add your own to get started chatting.

5
🗣️ Chat with voice or camera

Talk naturally, point your camera at things, or type—your AI listens, sees, and responds instantly.

6
🎨 Create images and more

Generate pictures from ideas or analyze documents, all happening safely on your device.

🌟 Your private AI pocket buddy

Now you have a secure, offline AI friend for conversations, creativity, and daily help anywhere.

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Star Growth

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AI-Generated Review

What is Box?

Box turns your Android phone into a private AI on device suite, running chat, voice conversations, image generation, speech-to-text, and vision analysis entirely offline—no cloud, no accounts. Forked from Google AI Edge Gallery in Kotlin, it adds llama.cpp for GGUF model imports, whisper.cpp for STT, stable-diffusion.cpp for on-device images, plus biometric locks and encrypted chat history. Developers get NPU/TPU/GPU acceleration across Snapdragon, Tensor, and MediaTek chips for smooth performance.

Why is it gaining traction?

Unlike cloud-dependent apps, Box delivers hard offline multimodal AI—point your camera for live vision talk or free-flow voice chats that respond sentence-by-sentence. GGUF import lets you load any model, and hybrid LiteRT/llama.cpp engines hit real-time speeds on modern hardware. Privacy features like SQLCipher storage and airgapped mode hook devs building private device setups.

Who should use this?

Android devs prototyping on-device AI for apps like private device management or voice assistants. Privacy enthusiasts on GrapheneOS/CalyxOS needing offline chat with document analysis. Hardware tinkerers testing NPU accel on Pixels or Snapdragons for edge ML demos.

Verdict

Grab the APK for quick offline AI experiments—83 stars and 1.0% credibility score signal early days with solid docs but unproven scale. Fork maturity shines via upstream merges; ideal for POCs, but watch for custom ROM bugs.

(187 words)

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