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docs: update README and AI_AGENT.md with platform architecture, selective content generation, and deployment details
2026-05-17 20:35:12 +02:00

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# Respellion Learning Platform
An internal AI-powered learning platform that keeps Respellion employees up to date with the company's evolving knowledge base.
## Features
- **Weekly Learning Station** — Each employee is assigned a topic each week (via deterministic hash of user ID + week number). They choose their preferred format: Article, Slides, or Infographic. Content is generated on-demand by Claude and cached per topic.
- **Weekly Test** — AI-generated quiz based on the knowledge graph. Results are stored and feed the leaderboard.
- **Leaderboard & Gamification** — Points for correct answers, badges for streaks and perfect scores.
- **R42 Chatbot** — An always-available AI assistant (backed by Claude) with access to the full knowledge graph. Can propose graph updates that admins approve or reject.
- **Admin Panel** — Manage the knowledge graph, sync from GitHub, review generated content, refine it with AI, and monitor team progress.
## Tech Stack
| Layer | Technology |
|---|---|
| Frontend | React 18 + Vite |
| Styling | Vanilla CSS (custom properties) + Tailwind utility classes |
| Animations | Framer Motion |
| Icons | Lucide React |
| Graph viz | D3.js (admin knowledge graph only) |
| Backend / DB | PocketBase (self-hosted) |
| AI | Anthropic Claude (via Caddy reverse proxy) |
| Infra | Docker + Caddy |
## Getting Started (local dev)
```bash
# 1. Install dependencies
npm install
# 2. Start PocketBase (Windows)
./pocketbase.exe serve
# 3. Start the dev server
npm run dev
```
The Vite dev server proxies `/api/anthropic` and `/pb` — see `vite.config.js`.
## Deployment (Docker)
```bash
docker compose up -d
```
The `Caddyfile` handles:
- SPA fallback routing
- `/pb/*` → PocketBase sidecar
- `/api/anthropic/*` → Anthropic API (with server-side API key injection)
## Key Files
| File | Purpose |
|---|---|
| `src/lib/learningService.js` | Selective content generation (article / slides / infographic) |
| `src/lib/extractionPipeline.js` | GitHub file → knowledge graph extraction |
| `src/lib/api.js` | Anthropic API wrapper (`generateContent` + `chat`) |
| `src/lib/db.js` | All PocketBase data access |
| `src/lib/giteaService.js` | GitHub API client (folder listing + raw file fetch) |
| `src/store/AppContext.jsx` | Global state; computes ISO week number on load |
| `src/components/admin/UploadZone.jsx` | GitHub sync UI (default folder: `docs/knowledge-base/`) |
| `AI_AGENT.md` | Detailed context guide for AI coding agents |
## Content Types
Learning content is generated **on demand per type** and merged into the cached object:
| Type | Key in DB | Description |
|---|---|---|
| Article | `content.article` | Long-form reading |
| Slides | `content.slides` | Slide deck with speaker notes |
| Infographic | `content.infographic` | Visual summary with stats and steps |
> The podcast type was removed. Do not re-add it.
## Documentation
- **`AI_AGENT.md`** — Full architectural guide for AI coding agents (patterns, gotchas, decisions).
- **`CHANGELOG.md`** — PocketBase upstream changelog (not application changelog).