ChatGPT for Jupyter
FreeAdd various helper functions in Jupyter Notebooks and Jupyter Lab, powered by ChatGPT.
FreeFree tier
Inputs: code
About ChatGPT for Jupyter
A browser extension that integrates ChatGPT or GPT-4 into Jupyter Notebooks and Jupyter Lab, providing a range of AI-powered helper functions. Features include Format (auto-add comments, docstrings, and formatting), Explain (explain code in ELI5 style), Debug (help debug error messages), Complete (complete code snippets), Review (provide code review), Ask a question (custom queries), and Voice command (via microphone, using Whisper API). The extension requires an OpenAI API key and is free and open source. Note: the repository was archived on September 28, 2023, and is no longer maintained; the author recommends using Jupyter AI as an alternative.
Key Features
Format code with comments, docstrings, and formatting
Explain code in simple terms (ELI5 style)
Debug error messages with ChatGPT assistance
Complete partial code snippets
Provide code review of selected cells
Ask custom questions via text or voice (Whisper API)
Free and open source
Supports Chrome, Edge, and Firefox browsers
Works in Jupyter Notebook and Jupyter Lab
Pros & Cons
Pros
- Free and open source with no upfront cost
- Multiple AI-powered functions catering to different coding tasks
- Voice command support (work-in-progress) for accessibility
- Easy installation via Chrome Web Store
- Works seamlessly with both Jupyter Notebook and Jupyter Lab
- Leverages powerful GPT-4 model when available
Cons
- Deprecated and no longer maintained (as of September 2023)
- Requires a paid OpenAI API key to function
- Some features (Ask a question, Voice command) are work-in-progress and may be unreliable
- ChatGPT can generate incorrect code or misleading explanations
- May modify code unexpectedly or highlight correct code as incorrect
- Only available as a browser extension, not a native Jupyter extension
Best For
Automating code formatting and documentation in Jupyter notebooksUnderstanding complex code through simplified explanationsDebugging error messages and fixing code issuesCompleting unfinished code snippets efficientlyConducting code reviews with AI assistanceLearning programming concepts interactivelyVoice-controlled code queries for hands-free interaction
FAQ
What functions does ChatGPT for Jupyter provide?
It provides seven primary functions: Format (auto-add comments/docstrings/formatting), Explain (ELI5 code explanation), Debug (error debugging), Complete (code snippet completion), Review (code review), Ask a question (custom queries), and Voice command (voice input via microphone).
Is ChatGPT for Jupyter free to use?
The extension itself is free and open source, but it requires an OpenAI API key to function, which incurs usage costs based on OpenAI's pricing.
How do I install ChatGPT for Jupyter?
For Chrome/Edge, install from the Chrome Web Store or download the chromium.zip from GitHub Releases and load the unpacked extension. For Firefox, download firefox.zip and load it as a temporary add-on via about:debugging.
Is ChatGPT for Jupyter still maintained?
No, the repository was archived on September 28, 2023, and is now read-only. The author recommends using Jupyter AI (https://github.com/jupyterlab/jupyter-ai) as an alternative.
What are the caveats when using ChatGPT for Jupyter?
ChatGPT is not perfect and may make mistakes. It can modify code unexpectedly, generate incorrect code, provide wrong explanations, or incorrectly highlight correct code as incorrect. Users should always verify results and consider running the same query multiple times for better outcomes.