Glean 拾灵

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Important

Join our Discord to stay updated on the latest developments and get support.

This project is still in development and is not ready for production use.

A self-hosted RSS reader and personal knowledge management tool.

Glean (拾灵) helps information-heavy consumers efficiently manage their reading through intelligent RSS aggregation.

Features

Core Features

• 📰 RSS Subscription - Subscribe and organize RSS/Atom feeds with OPML import/export
• 📚 Smart Reading - Clean reading experience with content filtering
• 🔖 Read Later - Save articles for later reading with auto-cleanup
• 📁 Folders & Tags - Multi-level folders and tags for organization
• ⭐ Bookmarks - Save articles from feeds or external URLs
• 🔧 Background Sync - Automatic feed updates every 15 minutes
• 🔒 Self-hosted - Full data ownership with Docker deployment
• 🎨 Modern UI - Beautiful, responsive warm dark theme interface
• 👨‍💼 Admin Dashboard - User management and system monitoring

Planned Features (WIP)

• 🧠 Smart Recommendations - AI-powered preference learning and article scoring
• ⚙️ Rule Engine - Automated processing with Jinja2-style conditions
• 🤖 AI Features - Summary generation, auto-tagging, keyword extraction (BYOK)
• 📄 Full Content Fetch - Fetch complete article content for RSS summaries
• 🔌 Chrome Extension - One-click bookmarking from browser
• 📱 Mobile PWA - Progressive Web App for mobile devices

Quick Start

One-Command Deployment

# Download docker-compose.yml
curl -fsSL https://raw.githubusercontent.com/LeslieLeung/glean/main/docker-compose.yml -o docker-compose.yml

# Start Glean (full deployment with Milvus)
docker compose up -d

# Access:
# - Web App: http://localhost
# - Admin Dashboard: http://localhost:3001 (default: admin/Admin123!)

Default Admin Account: An admin account is automatically created with:

• Username: admin
• Password: Admin123!
• ⚠️ Change this password in production!

Lite Deployment (without Milvus, if you don't need Phase 3 features):

# Download lite version
curl -fsSL https://raw.githubusercontent.com/LeslieLeung/glean/main/docker-compose.lite.yml -o docker-compose.yml

# Start Glean
docker compose up -d

# Admin Dashboard: http://localhost:3001 (default: admin/Admin123!)

Customize Admin Account (Optional)

To use custom admin credentials instead of the defaults, create a .env file before starting:

# Set custom admin credentials in .env
cat > .env << EOF
ADMIN_USERNAME=admin
ADMIN_PASSWORD=YourSecurePassword123!
SECRET_KEY=$(openssl rand -base64 32)
EOF

# Start services
docker compose up -d

To disable auto-creation and create admin manually:

# Disable auto-creation in .env
echo "CREATE_ADMIN=false" >> .env

# Start services
docker compose up -d

# Create admin manually
docker exec -it glean-backend /app/scripts/create-admin-docker.sh

Configuration

For production, customize your deployment with environment variables. Download the example file:

curl -fsSL https://raw.githubusercontent.com/LeslieLeung/glean/main/.env.example -o .env

Important settings to change:

Variable	Description	Default
SECRET_KEY	JWT signing key	Must change in production!
POSTGRES_PASSWORD	Database password	glean (Change in production!)
ADMIN_PASSWORD	Admin password	Admin123! (Change!)
WEB_PORT	Web interface port	80
ADMIN_PORT	Admin dashboard port	3001
CREATE_ADMIN	Auto-create admin	true (set false to disable)

For all configuration options, see .env.example.

Docker Images

Pre-built images are available on GitHub Container Registry:

• ghcr.io/leslieleung/glean-backend:latest - API server & worker
• ghcr.io/leslieleung/glean-web:latest - Web frontend
• ghcr.io/leslieleung/glean-admin:latest - Admin dashboard

Supported architectures: linux/amd64, linux/arm64

Testing Pre-release Versions

Want to test upcoming features? Use pre-release versions (alpha/beta/rc):

Method 1: Using environment variable (recommended)

# Set the IMAGE_TAG in .env file
echo "IMAGE_TAG=v0.3.0-alpha.1" >> .env

# Or export it directly
export IMAGE_TAG=v0.3.0-alpha.1

# Start with pre-release images
docker compose up -d

Method 2: Inline environment variable

IMAGE_TAG=v0.3.0-alpha.1 docker compose up -d

Note: Pre-release versions are for testing only. They won't trigger auto-updates for Electron apps and are not recommended for production use.

See available pre-release versions on the Releases page.

Deployment

The default deployment includes all services (full version):

• Web App (port 80) - Main user interface
• Admin Dashboard (port 3001) - User management and system monitoring
• Backend API - FastAPI server
• Worker - Background task processor (feed fetching, cleanup)
• PostgreSQL - Database
• Redis - Task queue
• Milvus - Vector database for smart recommendations and preference learning (Phase 3)

Lite deployment (without Milvus) is also available using docker-compose.lite.yml.

For detailed deployment instructions and configuration, see DEPLOY.md.

Tech Stack

Backend:

• Python 3.11+ / FastAPI / SQLAlchemy 2.0
• PostgreSQL / Redis / arq (task queue)

Frontend:

• React 18 / TypeScript / Vite
• Tailwind CSS / Zustand / TanStack Query

Development

See DEVELOPMENT.md for complete development setup instructions.

Quick start:

# Clone and setup
git clone https://github.com/LeslieLeung/glean.git
cd glean
npm install

# Start infrastructure
make up

# Initialize database (first time only)
make db-upgrade

# Install pre-commit hooks (optional but recommended)
make pre-commit-install

# Start all services
make dev-all

# Access:
# - Web: http://localhost:3000
# - Admin: http://localhost:3001
# - API Docs: http://localhost:8000/api/docs

Pre-commit Hooks

The project uses pre-commit hooks to ensure code quality:

# Install hooks (one-time setup)
make pre-commit-install

# Run hooks manually on all files
make pre-commit-run

# Uninstall hooks (if needed)
make pre-commit-uninstall

Hooks automatically run on commit and check:

• Backend: ruff format, ruff linter, pyright type checking
• Frontend: ESLint, Prettier formatting
• General: trailing whitespace, file endings, YAML/JSON/TOML validation

Roadmap

Phase	Status	Features
Phase 1: MVP	✅ Done	User system, RSS subscription, reader, admin dashboard
Phase 2: Organization	✅ Done	Bookmarks, folders, tags, read later
Phase 3: Preferences	🚧 WIP	Embedding pipeline, preference learning, smart recommendations
Phase 4: Rules	📋 Planned	Rule engine, Jinja2 conditions, automated actions
Phase 5: AI	📋 Planned	AI summaries, auto-tagging, keyword extraction, BYOK support
Phase 6: Extensions	📋 Planned	Chrome extension, PWA, web snapshots

See Product Requirements for detailed feature specifications.

Documentation

• Development Guide - Set up your development environment
• Deployment Guide - Production deployment details

Contributing

Contributions are welcome! Please read our Development Guide first.

1. Fork the repository
2. Create a feature branch
3. Make your changes
4. Run tests and linting
5. Submit a Pull Request

License

This project is licensed under the AGPL-3.0 License - see the LICENSE file for details.