Refer to AGENTS.md for comprehensive project documentation including:
- Project architecture and structure
- Tech stack and dependencies
- Code conventions and patterns
- Key abstractions and files
- Development guidelines
- Database schema
docker-compose up -d # Start infrastructure
uv sync # Install dependencies
make run # Run application
pytest # Run tests
black src/ && isort src/ # Format code
pyright # Type checksrc/run.py- Application entrysrc/agentic_layer/memory_manager.py- Core memory managersrc/infra_layer/adapters/input/api/- REST API controllers
- All I/O is async - use
await - Multi-tenant system - data is tenant-scoped
- Prompts in
src/memory_layer/prompts/(EN/ZH)