run: .venv/bin/python flows/embedding_flow.py web1: .venv/bin/python -m uvicorn app.web1.main:app --host 0.0.0.0 --port 8001 --reload demo: .venv/bin/python -m uvicorn app.demo.main:app --host 0.0.0.0 --port 8010 --reload compile: uv pip compile pyproject.toml -o requirements-frozen.txt