GPT magic

A Jupyter/IPython magic command for generating code using GPT

Example

Generating code with GPT by loading the extension and prefixing your line with %gpt.

Install

Install with pip

pip install gpt-magic

Please note that users will need to provide their own OpenAI API key. Set an environment variable called OPEN_AI_KEY with your key. Or pass the API key when loading the extension, by running the following line before %load_ext gpt_magic:

import os
os.environ["OPENAI_API_KEY"] = "your_openai_api_key_here"

Usage

%load_ext gpt
%gpt "Your request here"

Model

The current default is the gpt-3-turbo model, but can be changed using OPENAI_MODEL environmental variable.

Using GPT-4 example

import os
os.environ["OPENAI_MODEL"] = "gpt-4"

Arguments

Chat

You can enable memory of all previous requests and responses with the -c argument. By default it's memory-less.

%gpt -c "Write a function which calculates the average of a numpy array"

Temperature

You can set the temperature with -t argument. The default is 0.

%gpt -t 0.5  "Write a function which calculates the average of a numpy array"