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Select the source you intend to use

The R1 source still declares package version 0.6.0. A version string alone cannot distinguish it from a published build. This task does not publish a package.

Install the documented runtime

Python metadata declares >=3.10; historical G5 qualification used 3.12.7. Other declared versions were not all validated in that round. Use Git and a POSIX shell for these commands (Windows users need corresponding activation commands).
The historical qualified wheel SHA256 is e8eb54198c49d8082027a4379fa977b96a685224680aea8242573958db60f980. A rebuilt wheel need not have identical archive bytes; compare its source identity.

Optional dependencies

The fake notes path needs only the base package and pytest. For an OpenAI or OpenAI-compatible client use the same pinned install with qitos[openai] @ git+https://github.com/WhitzardAgent/WhitzardOS.git@f7d4b2d666a156d361da496a41868278f84ffabf. qitos[models] also adds LiteLLM. qitos[docker] and qitos[qita] currently add no Python dependencies; Docker still requires a working Docker CLI and daemon. MCP needs [mcp], browser tools [web], W&B [wandb], MLflow [mlflow]. Do not install every extra for the first lesson.

Verify and continue

Both help commands must exit zero. A missing G5 import usually means a different interpreter or an older installed distribution; verify python -m pip show qitos and recreate the venv from the exact source. Continue to Quickstart.
These lessons use f7d4b2d666a156d361da496a41868278f84ffabf, including the Python 3.10 publication and model cleanup fixes. Historical G5 baseline remains 717b4cf1b23f2ed252cd03234ffd8605038d9567; the historical wheel digest above belongs only to that qualification. Historical test results are not attributed to this successor.