auto_impl

Automatically implements functions using the llm toolkit.

Install

pip install auto_impl --upgrade

Usage

First install llm. Follow the instructions from the llm site to set it up. For example, use llm keys set openai to set up a ChatGPT API key and llm "Ten fun names for a pet pelican" to test it.

@auto

Usage:

@auto($prompt)
$function

where $prompt is a prompt string literal, and $function is the target function.

Example:

from auto_impl import auto


@auto("Return fizz if the number is divisible by 3, buzz if the number is divisible by 5, and fizzbuzz if the number is divisible by both 3 and 5.")
def fizzbuzz(n: int) -> str:
    pass


def test_fizzbuzz():
    assert fizzbuzz(3) == "fizz"
    assert fizzbuzz(5) == "buzz"
    assert fizzbuzz(15) == "fizzbuzz"
    assert fizzbuzz(1) == "1"


test_fizzbuzz() # Doesn't raise exceptions

Acknowledgement

• Idea originated from retrage/gpt-macro, which is under the MIT license.

License

auto_impl is released under the MIT license.