Roboweb — companion for exploratory coding in JupyterLab
Roboweb is an AI-driven extension that enhances the interactive programming workflow inside JupyterLab by connecting with OpenAI's ChatGPT. It is intended to speed up exploration and iteration by providing contextual assistance directly within the notebook environment.
How to install
Roboweb can be deployed using several methods. The most common routes are:
- Kubernetes deployment
- pip installation
- Docker container (recommended for most users because it simplifies setup)
Using the recommended Docker option typically gets you up and running fastest. Once deployed, JupyterLab will be accessible on a local port you specify.
Privacy, accounts, and API keys
To keep a record of conversations and retrieve past chat history, Roboweb requires users to create an account. You must also enter your OpenAPI key for the assistant to function. That API key is stored locally in your browser’s storage and is not forwarded to remote servers.
Main capabilities
- Automatic detection of errors found in code cells, with a single action to attempt fixes via a "Fix detected errors" control.
- Contextual guidance and suggestions to help troubleshoot and refine code, making iterative debugging smoother.
These features make Roboweb useful as an on-the-spot programming aide while exploring code.
Known limitations
- An OpenAPI key is required to use the assistant.
- Account creation is necessary to save and access chat history.
Despite these constraints, Roboweb provides a practical environment for exploratory development within JupyterLab.
Alternatives
If you prefer a different option, a popular alternative is Codeium (subscription-based), which offers similar AI-assisted coding capabilities.
Technical
- Web App
- Full