ChatGPT is a big language mannequin developed by OpenAI.
As a developer, ChatGPT makes you extra productive as it may well generate code, debug and reply questions. With ChatGPT you possibly can write code quicker, generate assessments shortly, discover and repair bugs and even clarify what written code can do.
By integrating ChatGPT with Google Colab you possibly can make the most of all of the above advantages within the Google Colab surroundings. This publish describes methods to get began with ChatGPT utilizing Google Colab.
Advantages of integrating ChatGPT with Google Colab
✅ You need to use each ChatGPT and Google Colab on the identical time with out having to change between completely different tabs.
✅ It is free to make use of, no less than on the time of writing.
✅ You debug, restructure and generate code quicker.
✅ It might clarify code written in a pocket book if there’s something you do not perceive.
✅ It might add feedback to your code to make it extra descriptive.
The right way to combine ChatGPT with Google Colab
To combine ChatGPT with Google Colab, use an extension known as ChatGPT for Google Colab. It’s obtainable for hottest browsers. I exploit Google Chrome so I set up it from the Chrome internet retailer.
You too can set up it from the Mozilla Net Retailer. The extension is free and open supply. The code is accessible on GitHub.
Utilizing ChatGPT in Google Colab
After putting in ChatGPT with Google Colab out of your related internet retailer or extension market, open a Google Colab Pocket book.
To make use of the extension, hover your cursor over the cell and a ChatGPT button will seem within the prime middle of the cell.
If you press the button, this interface opens on the backside of the cell.
Utilizing this interface, you possibly can choose a process that you really want ChatGPT to carry out. Duties you possibly can choose embody Code Refactoring, Clarify Code, and Code Summarizing. Deciding on a process generates a immediate to inform ChatGPT what to do. For instance, once I choose the choice to refactor code, you see that the textual content within the immediate textual content field has modified.
You’ll be able to edit the immediate when you like, or kind a model new one. When your immediate is prepared, hit the Submit button to ship it to ChatGPT.
Subsequent to the Submit button is a verify field the place you possibly can embody the code. If this verify field is chosen, the code within the cell is distributed with the immediate.
Superior! ChatGPT now works natively inside Google Colab with out having to change between completely different tabs.
Pitfalls/warnings
From this you possibly can see that ChatGPT encapsulated the code in a perform and known as the perform. It even defined what it did. That is nice, however when you look intently on the description of the modifications made, you’ll discover two issues:
- It renamed the variables to extra descriptive names (bullet 2). That did not occur. It nonetheless makes use of a and b as variable names.
- ChatGPT additionally says it has added feedback to the code (bullet merchandise 4), which it has not.
These are a number of the present drawbacks of ChatGPT. That’s to say, it isn’t at all times appropriate. It makes errors, hallucinates, or produces faulty code utilizing capabilities that do not exist.
You will need to double verify and confirm that the generated code is appropriate, moderately than blindly copying and pasting code from ChatGPT.
Potential use circumstances
Regardless of these caveats, when you ensure that to have a look at the code generated by ChatGPT and take its clarification with a grain of salt, you will discover that it’ll make you a extra productive developer. For me, that is how I discover ChatGPT most helpful:
❇️ Refactoring code – Rewrite code you have already written in a extra concise, readable, and comprehensible method.
❇️ Generate check circumstances – Writing assessments is boring, but so important. ChatGPT permits you to present a perform and generates check circumstances for the perform primarily based on the code you wrote.
❇️ Get explanations for code – Typically one other developer writes cryptic code that you do not perceive. ChatGPT helps clarify what the code does. You’ll be able to even ask questions on frameworks and libraries, saving you a go to to Google and Stack Overflow.
Final phrases
ChatGPT is a big productiveness booster for builders, and utilizing it successfully with Google Colab is useful for programmers. You may additionally wish to learn methods to use ChatGPT with Siri.