ToolNeuron
by Siddhesh2377
Complete offline AI ecosystem for Android: Chat (GGUF/LLMs), Images (Stable Diffusion 1.5), Voice (TTS/STT), and Knowledge (RAG Data-Packs), zero subscriptions, no data harvesting. Open-source privacy-first AI on your terms.
258stars
20forks
Kotlin
Added 3/9/2026
AI Agentsai-assistantandroidgguf-modelsjetpack-composekotlinllama-cppllmlocal-aimobile-aioffline-ttsopen-sourceopenrouterprivacy-firstsherpa-onnx
Installation
# Add to your Claude Code skills
git clone https://github.com/Siddhesh2377/ToolNeuronToolNeuron
Offline AI assistant for Android. Run LLMs, generate images, search documents — all on-device. No cloud. No subscriptions. No data leaves your phone.
Download APK · Discord · Report Issue
What It Does
- Text generation — Load any GGUF model (Llama, Mistral, Gemma, Phi, Qwen, etc.) and chat with it locally
- Image generation — Stable Diffusion 1.5 on-device, with inpainting support
- Image tools — Upscale and segment images locally (depth, style transfer, inpainting coming soon)
- RAG — Inject PDFs, Word docs, Excel, EPUB into conversations with semantic search
- Plugins — Web search, file manager, calculator, notepad, date/time, system info, dev utils — all callable by the LLM
- AI memory — The AI remembers facts about you across conversations, with deduplication and a forgetting curve
- Text-to-speech — 10 voices, 5 languages, on-device synthesis
- Encrypted storage — AES-256-GCM with hardware-backed keys for all chat data
- System backup — Export everything as an encrypted
.tnbackupfile
Requirements
| | Minimum | Recommended | |---|---------|-------------| | Android | 10 (API 29) | 12+ | | RAM | 6 GB | 8–12 GB | | Storage | 4 GB free | 10 GB free | | CPU | ARM64 or x86_64 | Snapdragon 8 Gen 1+ |
Getting Started
1. Install
Google Play or GitHub Releases.
2. Get a model
From the in-app Model Store (recommended):
- Open the drawer menu → Model Store
- Add a HuggingFace repository (e.g.
bartowski/Phi-3.5-mini-instruct-GGUF) - Pick a quantization and download
Or manually:
- Download a
.gguffile from HuggingFace - Use the model picker in ToolNeuron to load it
3. Chat
Select your model, wait for it to load, start typing. Responses stream in real-time.
Recommended models for getting started
| Use case | Model | Size | |----------|-------|------| | Quick test | Qwen3.5 0.8B Q4_K_M | ~600 MB | | General use | Qwen3.5 4B Q4_K_M | ~2.8 GB | | Power users | Qwen3.5 9B Q4_K_M | ~5.5 GB |
Pick Q4...
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