sam
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A free, private, local-first AI assistant that actually does the work — 167 tools, a team of 78 AI agents, 40 rotating free AI brains, 25 skills. Not a chatbot, a doer. It doesn't just answer — it handles it.
⚡ S.A.M. — Smart Artificial Mind
The Private, High-Speed AI Agent & Multi-Device OS.
Runs standalone on your phone or locally on your computer with 40+ auto-rotating free AI brains. Zero subscriptions. 100% private.
# macOS & Linux One-Liner
curl -fsSL https://raw.githubusercontent.com/richhabits/sam/main/docs/install.sh | bash
# Windows (PowerShell) One-Liner
irm https://raw.githubusercontent.com/richhabits/sam/main/docs/install.ps1 | iex
macOS · Windows · Linux (one-click / one-paste) — See Platform Matrix
🌟 The Complete SAM Ecosystem
graph TD
User([You: Phone, Laptop, or PC])
subgraph Mobile ["📱 SAM Mobile (iOS) — Live on TestFlight · not on the App Store yet"]
MobileAI[Standalone Direct AI · 30+ Cloud Providers, Zero Setup]
MobilePair[Optional Desktop Pairing · QR / Local Network]
MobileYard[Remote Task, Feed & Yard Monitor]
end
subgraph Core ["💻 SAM Desktop & Server (Mac / Win / Linux)"]
Agent[Agentic Doer Loop · 257 Tools & 34 Skills]
Cascade[Cascade Router & 40+ Free Brains]
Memory[Obsidian-Style Vault & Semantic Cache]
Overlay[Global ⌥Space Everywhere Overlay]
Yard[Yard Background Workers & Builds]
Studio[🎨 SAM Studio · Creative Suite]
FlipIt[📈 FlipIt Mathematical Risk & Execution Desk]
end
User -->|On the Go| MobileAI
User -->|On Home Wi-Fi / LAN| MobilePair
MobilePair -->|Sync & Control| Core
User -->|Direct Computer Use| Core
🚀 Key Superpowers
🧠 1. Cascade Router & 40+ Free AI Brains
- Free-First Auto-Rotation: Groq · Cerebras · NVIDIA NIM · DeepSeek · Gemini · Mistral · SambaNova · Together · Fireworks · Ollama.
- Zero Cost: Automatically falls through to the fastest available free model. If one hits a rate limit, it hops to the next in sub-milliseconds.
- Sub-Millisecond Semantic Cache: Repeated questions answer from local memory in ~2ms with 0 token cost.
🛠️ 2. The Doer (257 Real Computer Tools & 34 Skills)
- Not just text generation. SAM executes terminal commands, edits code with syntax validation, commits to Git, inspects browsers, manages scheduled cron tasks, and orchestrates multi-agent parallel swarms.
- Universal Cross-Platform: 213 universal tools running identically on macOS, Windows, and Linux, with 18 specialized macOS platform hooks that degrade gracefully.
🎨 3. SAM Studio (Creative Suite)
- Free-First Image & Video Generation: Powered by a multi-provider matrix (Pollinations, Together, HuggingFace, NVIDIA, Cloudflare).
- Persistent Media Vault: Automatically stores generated visual assets in your local vault with persistent preview styles.
- Notebooks & Audio Briefings: Upload PDFs, notes, or web links to generate grounded audio overviews and interactive citations.
📈 4. FlipIt & The Financial Execution Desk
- Mathematical Kelly Criterion Engine: Automated capital allocation and real-time risk regime calculation (
POST /api/flipit/shield). - Resilient Watchdogs: Continuous schedule monitoring, forward execution metrics, and market data telemetry.
📱 5. Mobile (iOS) — Live on TestFlight, not on the App Store yet
- 100% Standalone, Zero Setup: Chat immediately on install — no pairing, no account. Routes through 30+ direct cloud AI providers (Groq, Cerebras, Mistral, Gemini, Anthropic, DeepSeek, and more), each addable with your own free key in Settings.
- Optional Desktop Link: Pair with your Mac/PC over local network to unlock local files, automation, and yard workers — never required, only unlocked when you want it.
- Native Feel: Haptics throughout, 1-tap code copy/share, live connection status, and an honest fallback if every AI lane genuinely fails — SAM never fabricates a response.
⚡ Quick Start & Downloads
🖥️ Desktop (macOS / Windows / Linux)
Option A: One-Paste Terminal Install (Recommended)
macOS (Apple Silicon; Intel uses source until an Intel
.dmgships) & Linux:curl -fsSL https://raw.githubusercontent.com/richhabits/sam/main/docs/install.sh | bashWindows (PowerShell 5.1+ / Windows Terminal):
irm https://raw.githubusercontent.com/richhabits/sam/main/docs/install.ps1 | iex
Option B: Standalone Release Installers
Download the latest binaries directly from the GitHub Releases page:
- macOS:
SAM-x.x.x-arm64.dmg(Apple Silicon). Intel.dmgis not in the current release —install.shrefuses to install the arm64 image on Intel; use Option C (from source) until that asset exists. - Signed vs unsigned: a notarized Developer ID build opens with Gatekeeper
accepted(this Mac's 3.6.0 issource=Notarized Developer ID). If Gatekeeper cannot verify, the installer says so and clears quarantine — that is the honest unsigned path, not a silent skip. Overlay (⌥Space) and the Dock icon come from SAM.app, not from the browser HUD. - Windows:
SAM-Setup-x.x.x.exe(v3.6.0:SAM-Setup-3.6.0.exe). One-paste:docs/install.ps1. From source:setup.ps1+START-SAM.bat(no.sh). The packaged app starts the yard worker; SmartScreen “More info → Run anyway” is the unsigned path. - Linux (x64):
SAM-x.x.x.AppImage(default one-paste →~/.local/bin/SAM.AppImage) orsam_x.x.x_amd64.deb(SAM_PKG=deb). No arm64 Linux build in the current release —install.shsays so instead of handing you the amd64 image. Needslibfuse2on some Ubuntu 22+ boxes.
Option C: Run from Source (Developers)
git clone https://github.com/richhabits/sam.git
cd sam
npm install
cp .env.example .env
npm start
Open http://localhost:8787 — free, local, and ready immediately. Opening the HUD on this computer pairs that browser tab (chat, tools, and settings work). A phone or another machine still uses the pairing link SAM prints on start.
📱 Mobile App (iOS)
Status: Live on TestFlight · App Store not live yet (review notes are in
mobile/SUBMISSION.md; this session did not press Submit)
- Try it now: Join the TestFlight beta — works immediately, standalone, no desktop required.
- App Store: Not on the store yet. TestFlight is the shipping iOS binary. Widget reads App Group
group.com.hectic.sam.mobile(pairing / yard snapshot from the app) — needs a new native build to land on devices. - Android: Same Expo app as iOS (
com.hectic.sam.mobile). Not on Play Store. Debug APK builds:cd mobile/android && ./gradlew assembleDebug→app/build/outputs/apk/debug/app-debug.apk(proved this session, 156MB, minSdk 24). Sideload; demo mode works with no desktop. The platforms badge does not claim Play Store. - Optional desktop pairing: In the app, tap Connect to Mac / PC (or in SAM Desktop, Dashboard → Devices → Pair a phone) to unlock local files and automation — entirely optional.
📊 SAM vs. The Rest
| Feature | SAM | ChatGPT Desktop | Claude Desktop |
|---|---|---|---|
| Monthly Cost | Free (£0/mo) | $20/mo | $20/mo |
| Mobile Standalone + Desktop Sync | ✅ Full Hybrid | ❌ Separate | ❌ Separate |
| Multi-Agent Swarms | ✅ Parallel Crew | ❌ Single Turn | ❌ Single Turn |
| Local Tools & Yard Workers | ✅ 257 Real Tools | ⚠️ Sandboxed | ⚠️ MCP Only |
| Offline Brain Support | ✅ Ollama / Local | ❌ Cloud only | ❌ Cloud only |
| Data Privacy | ✅ 100% On-Device | ❌ Cloud storage | ❌ Cloud storage |
| Creative Studio & FlipIt | ✅ Built-in | ❌ | ❌ |
🔒 Privacy & Local-First Architecture
- All chats, memories, and vault artifacts are stored as plain Markdown & SQLite files in your local workspace (
vault/). - API keys are stored strictly in your local environment / OS Keychain and never sent to external telemetry servers.
- Full offline capability supported with local Ollama models (e.g.
llama3.2:3b,qwen2.5-coder).
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