NexusOS/README.md

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<img src="assets/n-small.png" alt="NexusOS" width="96">

# NexusOS

**A local-first AI assistant platform.** Runs entirely on your machine — a
Python/FastAPI backend, a bundled Ollama instance for inference, persistent
memory, and a React frontend. No external AI provider is called.

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## What it is

NexusOS ("Nexus") is a self-hosted assistant you actually own. All inference
runs through a **locally bundled Ollama** on `localhost`; conversations, facts,
and settings live in local SQLite. It ships with desktop branding (XFCE theme,
icons, boot splash) so it can be run as a full assistant environment on Linux,
not just a web app.

Chat with vision and voice, persistent memory, tool-using playbooks, document
RAG scoped to Projects, gated action tools, and full model management — see
**Flagship features** below for what each of those actually does. Rounding it
out: full conversation history (persist, search, edit, export) and a browser
tail of the service logs.

## Flagship features

### Chat, vision & voice
- **Streaming replies** over SSE, with stop/regenerate/edit-and-resend so a
  bad reply doesn't mean retyping the whole message
- **Vision** — attach images and route them to a multimodal Ollama model
- **Voice** — dictate with local Whisper STT instead of typing, and have
  replies read back aloud
- **Extended thinking** — a per-message toggle lets a reasoning model show
  its work without a round-trip to Settings

### Persistent memory
A dedicated microservice reads every exchange and decides, via its own Ollama
prompt, whether it contains a durable fact worth keeping — a preference, a
name, a standing instruction. Saved facts get layered back into the system
prompt on every future chat, so Nexus remembers you across conversations
without you re-explaining yourself.

### Playbooks
Ordered YAML system-prompt records instead of one static prompt. The first
playbook is the active persona; the rest are automatically routed in as
reference context when relevant. Each playbook can pin its own chat model and
its own tool allowlist, so "coding assistant" and "creative writing partner"
can be genuinely different setups, not just different wording.

### Documents & RAG
Upload PDF, DOCX, TXT, or Markdown; NexusOS chunks and embeds it into a
sqlite-vec index and cites the matching passages back into chat answers.
**Projects** scope this per workspace — switch projects and the model only
draws on that project's documents (or none, in the unscoped "All" view).

### Action tools with an approval gate
- **Read-only, run automatically** — search memory/history/documents, list
  models, get the time
- **Gated, need approval** — search the web, fetch a URL, save a fact.
  Each one prompts in the chat UI before it runs, so nothing reaches out to
  the network or writes to memory without you seeing the request first

### Model management
List, pull, and delete Ollama models from the UI or `ncp`, with hardware-aware
recommendations (GPU detection via Vulkan) so a small-VRAM box isn't offered a
model it can't run.

### Modules
Feature areas beyond the core assistant live as self-contained plugins
instead of being wired into the core app:

- **Mail** — IMAP/SMTP, multiple accounts
- **Network** — connection status, WireGuard toggle, ping targets

A backend module is a folder under `modules/` with a `router.py`; a frontend
module is a folder under `interface/web/src/modules/` with a `module.jsx`
exporting a manifest and a component. Both sides are auto-discovered at
startup/build — dropping in a new module folder is enough to have it mounted
and show up in the UI, no registry file to edit.

## Quick start 

NexusOS runs **single-process**: the backend on `:8000` serves the built web UI
itself, so there's no separate frontend server at runtime. Ollama is started
manually from the app (**Start AI** in the sidebar), not at boot.

### Linux

Nexus was built using an Apple T2 computer running Linux Mint XFCE. The desktop
branding (theme, icons, boot splash) could hypothetically be adapted to any
Linux distro, but I only support the Ubuntu/Linux Mint package base.

```bash
# 1. Build everything: venv (auto-selects AMD/NVIDIA/CPU), web UI, memory DB,
#    system packages, Ollama binary and the XFCE desktop wiring.
./install.sh

# 2. Launch (backend :8000 — it also serves the built UI)
#    The install symlinks ncp into /usr/local/bin (sudo); open a new shell first.
ncp web
```

Python deps are layered: `requirements-base.txt` (GPU-agnostic core) plus one
GPU overlay — `requirements-amd.txt` (ROCm) or `requirements-nvidia.txt` (CUDA).
`requirements-windows.txt` is the standalone CPU-only runtime (no base overlay).
`bin/sync.py` picks the right one for the host.

`./install.sh` is also the update path — re-run it any time to pull the latest
and rebuild. `--check` dry-runs it; `--no-desktop` skips the XFCE panel/theme
wiring (that stage is auto-skipped off XFCE anyway). It's a thin wrapper over
`bin/sync.py restore`, the same code the Windows box runs.

### Windows 

```powershell
# 0. Allow scripts to run (PowerShell blocks unsigned scripts by default, which
#    stops Nexus's CLI from working). Process scope covers only this window;
#    LocalMachine makes it permanent so ncp works from every future shell (run
#    PowerShell as Administrator for the LocalMachine line).
Set-ExecutionPolicy -Scope Process       -ExecutionPolicy Bypass -Force
Set-ExecutionPolicy -Scope LocalMachine  -ExecutionPolicy RemoteSigned -Force

# 1. Install Git, then clone (public repo, no account/token needed):
winget install Git.Git
# open a NEW PowerShell window, then:
git clone https://git.enderofwings.com/enderofwings/NexusOS.git nexus-core
cd nexus-core

# 2. Native install — winget Python/Node/Ollama, venv, pip, web build, desktop icon
powershell -ExecutionPolicy Bypass -File .\install-windows.ps1
```

Then double-click the **NexusOS** desktop icon, or launch from a **new** shell
(PATH is read at process start, so already-open windows won't have `ncp` yet):

```powershell
ncp web
```

The app opens at `:8000`; click **Start AI** to launch Ollama. The installer
uses `requirements-windows.txt` (CPU-only, pure-Python — no ML stack, since Ollama
does all inference over HTTP).

### Individual services

```bash
# Linux
source Promethean/bin/activate

uvicorn synapse.main:sio_app          --host 127.0.0.1 --port 8000 --reload   # backend (serves the UI too)

# Frontend dev server (hot-reload) — only needed when editing the UI;
# production serves the built dist/ from the backend at :8000.
cd interface/web && npm run dev
```

```powershell
# Windows — needs the RemoteSigned policy from the Quick start step above
Promethean\Scripts\Activate.ps1

uvicorn synapse.main:sio_app          --host 127.0.0.1 --port 8000 --reload   # backend (serves the UI too)
```

### Promethean

The name for the Python virtual environment all backend code runs in — keeps
Nexus's dependencies out of the system Python. To add a package, activate it
and `pip install` as usual:

```bash
# Linux
source Promethean/bin/activate
pip install <package>
```

```powershell
# Windows — needs the RemoteSigned policy from step 0 above, since
# Activate.ps1 is a script PowerShell would otherwise refuse to run
Promethean\Scripts\Activate.ps1
pip install <package>
```

On Linux, the installer also registers a `promethean` alias in `~/.bashrc`
(and an optional "Promethean Terminal" desktop launcher) that drops you
straight into an activated shell. There's no equivalent on Windows yet — use
`Activate.ps1` above, or call `Promethean\Scripts\python.exe -m pip install
<package>` directly without activating at all.

## CLI (`ncp`)

`ncp` stands for Nexus Control Panel. This was the original method of accessing the frontend and backend power switches before the UI was implemented. The CLI itself is the same Python script on both platforms and behaves identically either way — the exception is `ncp panel` (the tkinter GUI), which was tuned for Linux/XFCE and looks noticeably more dated on Windows.

Start/stop services and drive the same features as the web UI over the REST API:

```bash
ncp start        # backend + frontend (--backend|--frontend|--memory)
ncp stop

ncp chat "<message>"                   # stream a reply
ncp memory list | add <text> | rm <id>
ncp playbook list | show <id>          # first playbook (*) = active system prompt
ncp history [query]                    # recent conversations
ncp doctor [--fix]                     # diagnostics: venv, Node, imports, Ollama, status
ncp help                               # see complete help tree
```

## Architecture

| Component | Location | Role |
|---|---|---|
| **Promethean** (venv) | `Promethean/` | The Python venv all backend code runs in — `source Promethean/bin/activate` (Linux) / `Promethean\Scripts\python.exe` (Windows). Keeps deps out of the system Python. |
| **Synapse** (backend) | `synapse/` | FastAPI app: `/chat/stream` (+ `/chat/approve` for gated tool calls), `/playbooks`, `/memory`, `/models`, `/documents`, `/projects`, `/conversations`, `/stt`, `/logs`, `/settings`, `/ollama`, `/frontend`, `/icons`. Assembles the system prompt: active playbook → reference playbooks → memory facts → relevant past snippets → matching documents → web search results. |
| **Memory** | `synapse/memory/` | In-process, no second service or model: `curator.py` reads a conversation once it goes idle, `extractor.py` asks the chat model what is worth keeping, `store.py` merges it into the SQLite DB. |
| **Documents / RAG** | `synapse/memory/store.py` | PDF/DOCX/TXT/MD ingest, chunked and embedded, retrieved via a sqlite-vec index; scoped per **Project** workspace. |
| **Action tools** | `synapse/tools.py`, `synapse/search.py` | Read-only tools (search memory/history/documents, list models, get time) run automatically; `web_search`, `fetch_url`, and `remember` require per-call approval from the chat UI. |
| **Playbooks** | `synapse/playbooks/` + `data/playbooks/` | Ordered `{id}.yaml` records managed by `PlaybookManager`; each can pin a chat model and a tool list. |
| **Modules** | `modules/` + `interface/web/src/modules/` | Self-contained feature plugins (Mail, Network). Backend: any `modules/*/router.py` is auto-mounted. Frontend: any `interface/web/src/modules/*/module.jsx` is auto-registered in the UI. No registry file to edit. |
| **Ollama** | `ollama/bin/ollama` | Bundled binary; `OllamaManager` handles lifecycle + model selection (Vulkan GPU detection). HTTP API at `127.0.0.1:11434`. |
| **Frontend** | `interface/web/` | React 19 + Vite. Built to `dist/` and served by the backend at `:8000` (single-process). Pages: Chat, Playbooks, Models, Memory, Documents, Logs, Settings — plus any auto-registered modules (currently Mail, Network). |

### Storage

Most data lives in `synapse/memory/memory.db` (SQLite, WAL) — facts,
conversations, messages, settings, and the document/vector index. Playbooks
are the exception (YAML files in `data/playbooks/`). All paths are defined in
`synapse/nexus_config.py`.

## Layout

- `synapse/` — FastAPI backend + memory curator + playbook/ollama managers
- `modules/` — auto-discovered feature plugins
- `interface/web/` — React + Vite frontend
- `management/` — nexus-cli.sh, ncp API client, control panel, desktop theme
- `bin/` — install, backup/restore, panel + provisioning scripts
- `assets/` — branding: icons, boot splash, XFCE/GTK theme
- `data/playbooks/` — active playbook YAML
- `Promethean/` — Python venv (gitignored, built by the installer)

## Configuration

- **Ollama host** — `OLLAMA_HOST` env (default `http://127.0.0.1:11434`)
- **Filesystem paths** — `synapse/nexus_config.py`
- **Frontend API base URL** — `interface/web/src/config.js`
- **Python deps** — `requirements-base.txt` + amd/nvidia GPU overlay;
  `requirements-windows.txt` = standalone CPU runtime

## Issues and feature requests

**Bugs** — file in [Issues](https://git.enderofwings.com/enderofwings/NexusOS/issues)
on this repo. Include your OS, GPU vendor, and the relevant slice of
`ncp doctor` output.

**Feature requests and planned work** — these live in
[NexusOS-requests](https://git.enderofwings.com/enderofwings/NexusOS-requests),
not here, so the tracker on this repo stays scoped to things that are broken.
Use the **Requests** tab at the top of the repo, next to Issues and Pull
Requests, or follow the link above.

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