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LeanType combines the trusted, lightweight, privacy-focused foundation of HeliBoard with modern productivity features: Multi-Provider Cloud, Self-Hosted & Offline AI proofreading, On-Device Whisper Voice Typing, Handwriting Recognition, In-Keyboard Offline Camera & Screenshot OCR, Real-time Inline Math Calculations, Zero-Latency Custom Sound Packs, Smart Toolbar Auto-Spanning, Built-in Self-Updater, and Rich Text Tools, while keeping you in complete control over your data.

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LeanType is available in two purpose-built flavors designed to match your exact privacy preferences, hardware specifications, and feature requirements:

Feature / Capability	🌿 Standard (Recommended) -standard-release.apk	🛡️ Offline -offline-release.apk
Target Audience	Recommended (F-Droid & Direct users)	Privacy purists & Air-gapped devices
Cloud AI (Gemini, Groq, OpenAI)	✅ Yes	❌ No
Offline AI (Local GGUF via llama.cpp)	❌ No	✅ Yes (Android 8.0+ via plugin)
Translation (Offline & AI)	✅ Yes (Plugin or AI)	✅ Yes (via Plugin)
Voice Typing (On-device Whisper)	✅ Yes (via plugin)	✅ Yes (via plugin)
Handwriting Input	✅ Yes (via plugin)	✅ Yes (via plugin)
OCR Text Extraction (Camera & Screenshots)	✅ Yes (via plugin)	✅ Yes (via plugin)
Release Update Checker	✅ Yes (GitHub Releases / View Release)	❌ No
Plugins & Models Setup	In-app download or File import	Browser download + File import
Internet Permission	🌐 Optional (Cloud AI / Updates)	🚫 None (OS-level blocked)
Package ID	com.leanbitlab.leantype	com.leanbitlab.leantype.offline
Min Android Version	Android 6.0+ (SDK 23)	Android 5.0+ (SDK 21)
Approximate APK Size	~10.8 MB	~9.8 MB

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• Multi-Provider Cloud & Self-Hosted AI: Integrated proofreading, grammar correction, and text rewriting powered by Google Gemini, Groq (Llama 3.3, Mixtral, DeepSeek), OpenAI, or any Self-Hosted local LLM server (Ollama, LM Studio, LocalAI, vLLM, or custom OpenAI-compatible endpoints).
• Dynamic Model Fetching: Automatically fetches and populates the latest available model IDs directly from your cloud or self-hosted provider.
• 🛡️ Offline Neural Proofreading (GGUF): Run compact, quantized GGUF language models directly on your device via embedded llama.cpp—100% private, zero network access (offline flavor).
• 🌐 Multi-Mode In-Keyboard Translation: Translate text directly into any language without switching apps. Choose between Offline Translation Plugin (supported across all flavors), Built-in Offline Translation (ML Kit), or your configured Cloud / Self-Hosted AI Provider (Gemini, Groq, OpenAI, Ollama) with seamless fallback.
• 🧠 Custom AI Keys & Capsules: Assign custom prompts, personas (#editor, #proofread), and themed tag capsules to 10 customizable toolbar keys.

• In-Keyboard Camera Viewfinder: Open a live camera viewfinder directly inside the keyboard to extract printed or handwritten text with 1 tap.
• Screenshot Suggestion Pill: Automatically detects newly captured screenshots and displays a compact suggestion pill ([OCR] [Screenshot] [X]) for immediate 1-tap text extraction.
• Advanced Text Cleaners & Formatting: Clean and format recognized text with options for casing transformations, line joining, dehyphenation, punctuation normalization, bullet/list-marker stripping, whitespace trimming, and noise filtering.
• Customizable Actions: Automatic clipboard copying, direct insertion into active text fields, persistent flash toggle, and search indexing.

• On-Device Whisper Voice Typing: High-accuracy speech recognition powered by compact quantized Whisper models via the LeanType Voice Plugin.
• Interactive Voice Toolbar: Real-time waveform audio visualizer, silence detection sensitivity slider, and background keep-alive options.
• ✍️ Handwriting Recognition: Draw characters or words directly on an expansive writing canvas using the LeanType Handwriting Plugin (supported across all flavors), with dedicated settings and in-app/offline model management.

• 🎵 Custom Sound Packs & Audio Customization: Native zero-latency key audio engine with 12+ built-in sound styles (iOS Tap, Mechanical Cherry MX, Thocky Mechanical, Vintage Typewriter, Retro CRT Terminal, Bubble Pop, Soft Velvet, Woodblock Minimal, Acoustic Marimba, Modern Crisp Tick, Sci-Fi, 8-Bit Chiptune Arcade), live sample audition, remote sound pack catalog, and custom .zip pack import.
• 👆 Gesture / Glide Typing: Smooth swipe typing powered by native C++ libraries (libjni_latinime.so).
• 📐 Smart Auto-Spanning Toolbar: Dynamically expands and balances toolbar keys symmetrically to prevent awkward gaps across portrait, landscape, and tablet widths.
• 🧭 Dedicated Text Editing Panel: Gboard-style precision DPAD arrow navigation, selection mode (Shift + arrows), select word, select all, and editing shortcuts.
• 🖱️ Touchpad Mode: Swipe up on the spacebar to control the cursor freely across the screen, including full-screen laptop-style touchpad mode.
• 🪟 Native IME Floating Window: Seamless native IME window architecture with zero sensitive permissions (no SYSTEM_ALERT_WINDOW), pass-through background touches, bottom control bar (close, center-drag pill, resize drag handle), multi-touch tracking, zero dead space, and persistent mode memory.
• ⚙️ Per-App Profiles & Compatibility Engine: Tailor keyboard behavior per application (Settings → Preferences → App Profiles)—enable web editor compatibility, automatic incognito, force non-incognito, direct commit mode, symbol composing (preserving underscores _ in Tasker variables), and custom Enter action overrides.
• ⌨️ First-Class Hardware Keyboard Support: Full predictive text, auto-correction, candidate selection shortcuts (1, 2, 3), and D-PAD navigation in emoji palettes for external Bluetooth/USB keyboards, with smart toolbar elevation above the navigation bar.
• 🎨 Advanced Appearance & Key Ergonomics: Independent corner radius sliders for Normal Keys, Functional Keys (Shift/Backspace), and Action Keys (Enter/Space), adjustable key gaps, customizable padding scales, and distinct Shift/Caps visual state indicators (outline, filled, underlined).
• ⌨️ Dual Toolbar / Split Suggestions: Option to split suggestions from the quick-action toolbar.
• 🎨 Custom Layout Profiles: Save up to 5 custom layout profiles with persistent slot index tracking.
• ⌨️ Direct Switch Target IME: Bind keycode -10076 to any toolbar key to switch directly to a specific target keyboard (e.g. Japanese, Korean, or Chinese IME).

• 🔢 Real-Time Inline Math Calculations: Automatically evaluates mathematical expressions upon typing = (e.g. 25*4=, 500-15%=, (12+8)/4=) and shows the answer directly in the suggestion strip for 1-tap replacement.
• 🔍 Smart Clipboard History & Inline Editing: Search clips in real-time, swipe right to edit text directly in the toolbar with full gesture cursor/deletion, swipe left to delete with 5s undo, and fold pinned items.
• 📸 Screenshot Suggestions: Detects recently taken screenshots and offers instant 1-tap sharing via the suggestion strip or clipboard history.
• 📝 Versatile Text Expander: Built-in shortcut expansion with dynamic variables (%date%, %time%, %clipboard%, %cursor%), composable modifier filters (%clipboard:clean%, :singleline, :title, :slug, :upper, :replace), and automatic Wikipedia / research paper citation cleaner.
• ✉️ Privacy-First OTP Auto-Fill: Notification-based OTP verification code detection without sensitive SMS permissions, with customizable messaging app selection.
• 📚 Smart Learning & Session Boost: Adaptive personal dictionary learning threshold (1 to 5 times) and dynamic session word boosting.
• 🚫 Blacklist & Regex Filtering: Filter offensive words or unwanted suggestions with custom regex pattern support.
• 🔄 Google Dictionary Import: Seamlessly import personal dictionary words exported from Gboard.
• 🔄 In-App Update Checker: Direct GitHub release checks with single-version changelogs and 1-tap "View Release" redirection (standard flavor).

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1. Cloud API: Obtain an API key from Google AI Studio or Groq Console.
2. Self-Hosted AI: Run Ollama, LM Studio, or LocalAI on your local network (e.g. http://192.168.1.100:11434/v1).
3. Open Settings → AI Integration → Set AI Provider.
4. Select your provider (or choose Custom (OpenAI-compatible) for self-hosted instances), enter your endpoint URL/token, and choose your preferred model and target language.
5. 👉 Read the Full AI & Prompts Guide

1. Download and install the LeanType Voice Plugin APK on your Android device (installed as a background IPC service).
2. Grant Microphone permission to the LeanType Voice Plugin.
3. In LeanType, open Settings → Voice typing (or Settings → Plugins → Voice) and tap Whisper Speech Models.
4. Download or import your preferred Whisper model (e.g. Base ~74 MB recommended).
5. Tap the microphone icon on the keyboard toolbar to start speech-to-text!

1. Online Flavor (Standard): Open Settings → Translation and tap Download Plugin to install the LeanType Translation Plugin automatically.
2. Offline Flavor (Offline): Download translation_plugin-arm64-v8a.apk from GitHub Releases and load it in Settings → Plugins → Translation.
3. Download or import your required language translation models (~30 MB per language).
4. Tap the Translate icon on the keyboard toolbar to translate selected text or input fields instantly.

1. Online Flavor (Standard): Open Settings → Handwriting and tap Download Plugin to fetch the LeanType Handwriting Plugin.
2. Offline Flavor (Offline): Download handwriting_plugin-arm64-v8a.apk from GitHub Releases and load it in Settings → Plugins → Handwriting.
3. Download or import handwriting recognition models for your languages.
4. Tap the Handwriting key on the toolbar or long-press spacebar to draw characters on the writing canvas.

1. Download ai_plugin-arm64-v8a.apk (or ai_plugin-x86_64.apk) from the LeanType Offline AI Plugin Releases.
2. In LeanType (offline build), navigate to Settings → Plugins → Offline AI and tap Load Offline AI plugin to load the .apk.
3. Download a compatible GGUF model (e.g. Qwen2.5-0.5B-Instruct-Q4_K_M.gguf or Llama-3.2-1B-Instruct-Q4_K_M.gguf).
4. In LeanType, navigate to Settings → Advanced → GGUF Model (.gguf) and select the model file from storage.

1. Dictionaries: With unbundled dictionaries in v4.1.6, open Settings → Dictionaries (or tap the dictionary icon on the toolbar when missing) to download or import your language dictionary (.dict).
2. Gesture Typing: In online builds, open Settings → Gesture typing to download the gesture library automatically. In offline builds, download the library and load via Settings → Gesture typing → Load gesture library.

1. Online Flavors: Open Settings → OCR & Text Extraction (or Settings → Plugins → OCR) and tap Download Plugin to install the LeanType OCR Plugin.
2. Offline Flavors: Download ocr_plugin.apk from GitHub Releases and load it in Settings → Plugins → OCR.
3. Tap the Camera / OCR icon on the toolbar to open the in-keyboard scanner or take a screenshot to see the instant suggestion pill.

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Expand LeanType with official companion plugins:

Plugin	Repository	Description
🧠 Offline AI Plugin	LeanBitLab/LeanType-Offline-AI-Plugin	Dynamic on-device GGUF / llama.cpp proofreading & LLM engine
🎙️ Voice Plugin	LeanBitLab/Leantype-Voice-Plugin	On-device Whisper speech-to-text engine
📷 OCR Plugin	LeanBitLab/LeanType-Ocr-Plugin	On-device ML Kit camera viewfinder & screenshot text extraction
🌐 Translation Plugin	LeanBitLab/LeanType-Translation-Plugin	Dedicated on-device translation provider engine
✍️ Handwriting Plugin	LeanBitLab/Leantype-Handwriting-Plugin	ML Kit Digital Ink canvas recognition engine
🎵 Sound Packs	LeanBitLab/LeanType-Sound-Packs	Synthesized and physical modeling keypress sound packs
🎨 Community Themes	GitHub: leantype-theme	Browse and share custom color themes

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Discover our complete suite of privacy-first, open-source Android applications and utilities:
👉 Explore All LeanBitLab Android Projects

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• Bug Reports & Feature Requests: Open a GitHub Issue
• Discussion & Support: GitHub Discussions
• Official Telegram Channel: @LeanBitLab
• Theme Creators: Tag your repository with leantype-theme to appear in our theme catalog.

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Building and maintaining privacy-first, on-device AI and keyboard technologies requires continuous hardware testing, compute for model optimization, and development time.

If LeanType improves your daily typing workflow, please consider sponsoring our work!

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• HeliBoard by Helium314 — the foundational keyboard project
• OpenBoard & AOSP LatinIME
• llama.cpp & llamacpp-kotlin — on-device local LLM execution
• whisper.cpp — on-device speech recognition
• All contributors and open-source supporters!

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LeanType is licensed under the GNU General Public License v3.0 (GPL-3.0).
See the LICENSE file for details.