Qwen Flash native AGILAB apps

Five Python apps with AGILAB React controls and preserved editable scientific notebooks.

Download all five native apps · Complete local and notebook guide · Original and native provenance

iris: Python app · Editable solution notebook · Original notebook
```
.venv/bin/python qwen-flash-native-launch.py iris --port 8501
```
text: Python app · Editable solution notebook · Original notebook
```
.venv/bin/python qwen-flash-native-launch.py text --port 8502
```
forecast: Python app · Editable solution notebook · Original notebook
```
.venv/bin/python qwen-flash-native-launch.py forecast --port 8503
```
threading: Python app · Editable solution notebook · Original notebook
```
.venv/bin/python qwen-flash-native-launch.py threading --port 8504
```
milp: Python app · Editable solution notebook · Original notebook
```
.venv/bin/python qwen-flash-native-launch.py milp --port 8505
```

Run a native app

Use Python 3.12 or newer. Free-threading experiments require Python 3.14.

python3 -m venv .venv
.venv/bin/python -m pip install -r qwen-flash-native-runtime-requirements.txt
.venv/bin/python qwen-flash-native-launch.py iris --port 8501

Open http://127.0.0.1:8501. Forecast analysis needs an existing Chronos-2 model. Model preparation, scientific execution and browser validation remain separate from this artifact build.

Notebook interface

from agi_web.notebook_python_view import render_python_view
display(render_python_view("iris/app.py", active_app="iris"))