https://github.com/tinymultiverse/jupyterlab-tinyapp
AI-native JupyterLab extension for deploying web apps to Kubernetes.
https://github.com/tinymultiverse/jupyterlab-tinyapp
ai codegen dash-plotly gradio jupyterlab kubernetes streamlit webapp
Last synced: 29 days ago
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AI-native JupyterLab extension for deploying web apps to Kubernetes.
- Host: GitHub
- URL: https://github.com/tinymultiverse/jupyterlab-tinyapp
- Owner: tinymultiverse
- License: apache-2.0
- Created: 2024-09-04T14:55:49.000Z (over 1 year ago)
- Default Branch: main
- Last Pushed: 2025-10-27T00:17:30.000Z (4 months ago)
- Last Synced: 2025-10-27T02:28:16.668Z (4 months ago)
- Topics: ai, codegen, dash-plotly, gradio, jupyterlab, kubernetes, streamlit, webapp
- Language: TypeScript
- Homepage:
- Size: 8.82 MB
- Stars: 6
- Watchers: 0
- Forks: 0
- Open Issues: 1
-
Metadata Files:
- Readme: README.md
- Changelog: CHANGELOG.md
- License: LICENSE
- Code of conduct: CODE_OF_CONDUCT.md
Awesome Lists containing this project
README
# jupyterlab-tinyapp
This extension allows you to develop, preview, and deploy TinyApp from JupyterLab.
Describe your app in natural language to let LLM model generate code and requirements.txt:
## Install
To install the extension, execute:
```bash
pip install jupyterlab_tinyapp
```
## Uninstall
To remove the extension, execute:
```bash
pip uninstall jupyterlab_tinyapp
```
## Build Wheel
To build wheel file in 'dist' folder:
```bash
pip install build
python -m build -w
```
#### Environment variables
| Environment Variable | Default | Description |
|---------------------------------|-------------------------------|-------------|
| APP_PREVIEW_PORT | 8002 | app preview port. Ignored if APP_PREVIEW_URL is set |
| APP_PREVIEW_URL | http://127.0.0.1:8005 | url for app preview |
| APP_PREVIEW_BASE_URL | /tinyapp/app-preview | base url for app preview |
| TINY_APP_SERVER_URL | (REQUIRED) | url for tinyapp server |
| CONDA_ENV_DIR | /opt/conda | path to conda env under which app preview process is run |
| VALIDATE_SSL | true | validate ssl if set to true |
| TINY_APP_IMAGE | | image for app publish |
| VOLUME_CLAIM_NAME | (REQUIRED) | k8s volume claim containing main file for app publish |
| VOLUME_CLAIM_SUB_PATH | | subpath within volume claim |
| VOLUME_CLAIM_MOUNT_PATH | (REQUIRED) | mount path of volume claim to app container |
| AI_ENABLED | true | enable app code generation using LLM |
| OPENAI_API_KEY | (REQUIRED if AI_ENABLED set) | api key to connect to openai LLM model |
| OPENAI_TEXT_MODEL | (REQUIRED if AI_ENABLED set) | OpenAI model to use for text-based generation (e.g., gpt-5, gpt-5-mini) |
| OPENAI_IMAGE_MODEL | (REQUIRED if AI_ENABLED set) | OpenAI model to use for image-based generation (e.g., gpt-5) |
| MOCK_AI_STREAM | false | mock ai response |
## Backend
To be able to deploy an app, you need to install the TinyApp backend. Follow instructions [here](https://github.com/tinymultiverse/tinyapp/blob/main/docs/getting_started.md).
## User guide
See [User Guide](./docs/USER_GUIDE.md)
## Contributing
#### Development install
To develop the extension locally:
```bash
# Set necessary environment variables
source envs.sh
# Activate your conda env (you can follow this tutorial: https://jupyterlab.readthedocs.io/en/stable/extension/extension_tutorial.html)
conda activate jupyterlab-ext
# Install package in development mode
pip install -e "."
# Link your development version of the extension with JupyterLab
jupyter labextension develop . --overwrite
# Server extension must be manually installed in develop mode
jupyter server extension enable jupyterlab_tinyapp
# Rebuild extension Typescript source after making changes
jlpm build
```
You can watch the source directory and run JupyterLab at the same time in different terminals to watch for changes in the extension's source and automatically rebuild the extension.
```bash
# Watch the source directory in one terminal, automatically rebuilding when needed
jlpm watch
# Run JupyterLab in another terminal
jupyter lab
```
With the watch command running, every saved change will immediately be built locally and available in your running JupyterLab. Refresh JupyterLab to load the change in your browser (you may need to wait several seconds for the extension to be rebuilt).
By default, the `jlpm build` command generates the source maps for this extension to make it easier to debug using the browser dev tools. To also generate source maps for the JupyterLab core extensions, you can run the following command:
```bash
jupyter lab build --minimize=False
```
#### Development uninstall
```bash
# Server extension must be manually disabled in develop mode
jupyter server extension disable jupyterlab_tinyapp
pip uninstall jupyterlab_tinyapp
```
In development mode, you will also need to remove the symlink created by `jupyter labextension develop`
command. To find its location, you can run `jupyter labextension list` to figure out where the `labextensions`
folder is located. Then you can remove the symlink named `jupyterlab_tinyapp` within that folder.
#### Releasing the extension
Once a new release is created in GitHub, GitHub Action will be triggered that automatically packages and push the new version to PyPi.