# ai.md — Project Context Detailed project context, work state, architecture, and configuration have moved to [`ai.md`](ai.md). This file is kept for backward compatibility — the canonical reference is `ai.md`. ## Quick start ```bash # Development ./venv/bin/uvicorn app:app --host 0.0.0.0 --port 8080 --reload # Production (via systemd) sudo systemctl restart caic # Direct run ./venv/bin/python app.py ``` ## Dependencies ```bash ./venv/bin/pip install -r requirements.txt # Also requires: psutil jinja2 python-multipart pypdf (not in requirements.txt) ```