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jupyter_plz's Introduction

Copilot, for your Jupyter Notebook

%plz is a Jupyter magic command that generates programs from human-readable descriptions in Jupyter notebooks.

demo.mov

Installation

You can install plz in your Python virtual environment by running the following command in your terminal:

pip install plz

Usage

plz uses GPT-3. To use it, you'll need to:

  • Activate billing on your OpenAI account.
  • Grab an API key from your dashboard.
  • Provide the API key to the jupyter_plz package upon request inside your notebook.

Once you have configured your environment, you can run the plz magic command in your notebook. Example:

%plz "create a function that generates a random walk in the form of an array."

Or markdown guides:

%plz --markdown "Provide a step-by-step guide on how to identify anomalies in a list of numbers."

Credit

This tool is inspired by plz-cli (designed for the command line).

License

This project is open-sourced under the MIT license. See the License file for more information.

jupyter_plz's People

Contributors

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jupyter_plz's Issues

can this be set to run with the fauxpilot?

I basically just need to pipe the "text" line from the JSON output to display in ipython or jupyter so I dont have to sift through the JSON file after each call to my server.

result = openai.Completion.create(model='py-model', prompt='def hello', max_tokens=16, temperature=0.1, stop=["\n\n"])

result
โ€‹
โ€‹
<OpenAIObject text_completion id=cmpl-SNtKatirygJLhB2Ndt5ndJHeSIXOd at 0x7f3ff35250d0> JSON: {
"choices": [
{
"finish_reason": "length",
"index": 0,
"logprobs": null,
"text": "_world():\n print("Hello World")\n\nhello_world()"
}
],
"created": 1681888136,
"id": "cmpl-SNtKatirygJLhB2Ndt5ndJHeSIXOd",
"model": "codegen",
"object": "text_completion",
"usage": {
"completion_tokens": 16,
"prompt_tokens": 2,
"total_tokens": 18
}
}

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