Supercharge Your Jupyter Notebooks with JetMLGPT: A GPT4-Powered Plugin
I’m thrilled to tell you about a game changer I just added to JetML—I even open sourced it! Imagine working on your data science notebook, and with just a click, you can generate executable Python code, add friendly comments, and even pass error messages to OpenAI’s GPT-4 for instant explanations and suggested fixes. That’s what the jetmlgpt Jupyter plugin I created does, and it’s now available on all JetML instances!
Remember when we discussed how AI can help solo founders and small teams? This plugin is a perfect example. All you need to do is provide an OpenAI API key to your workflow, and you’re ready to roll. It’s like having your own AI-powered coding buddy!
Setting Up Your OpenAI API Key
Before you dive into the JetMLGPT plugin, you’ll need an OpenAI API key. To get one, visit https://platform.openai.com/account/api-keys and follow the instructions to create an account and obtain your API key. Don’t worry—it’s easy!
Add the OpenAI API key as an environment variable to activate it
Add the OPEN_API_KEY environment variable to your JetML workflow to activate the plugin.
Want to use GPT-4 with JetMLGPT?
To use the GPT-4 model with JetMLGPT, join the waitlist for GPT-4 API by visiting https://openai.com/waitlist/gpt-4-api. Once you have access, you’ll be able to select and use the GPT-4 model within the JetMLGPT extension.
JetMLGPT Plugin Features
The plugin is packed with three main features to make your data science experience smoother and more efficient:
1. Generate Python code (and more) in your data science notebook
Generate executable code in your Jupyter notebook with just a click. The plugin takes care of generating Python code, and more, for you!
2. Add friendly comments to your Jupyter notebook
Keep your code well-documented with minimal effort. The plugin automatically writes friendly and informative comments for your notebook.
3. Get explanations of error messages and suggested fixes from OpenAI's GPT-4
Struggling with an error message? Pass it on to GPT-4 for instant explanations and suggested fixes, helping you overcome coding roadblocks.
Using JetMLGPT Outside JetML Platform
Sharing the love, I open sourced the plugin on both Github and PyPI. That means you can enjoy it even outside the JetML platform! How cool is that? You can find the jetmlgpt Jupyter plugin on Github at https://github.com/jetml/jetmlgpt.
JetML: Empowering Solo Founders and Entrepreneurs
The jetmlgpt Jupyter plugin is just one of the many ways JetML empowers solo founders and entrepreneurs to harness the power of AI. With cutting-edge tools like this, you’re set up for success in the exciting world of data science. So go ahead, give it a try, and watch your productivity soar!