datasloth 0.4

Natural language Pandas queries and data generation

Natural language Pandas queries and data generation powered by GPT-3

Installation

pip install datasloth

Usage

In order for DataSloth to work, you must have a working OpenAI API key set in your environment variable, or provide it to the DataSloth object. For more info, refer to this guide.

DataSloth automatically discovers all Pandas dataframes in your namespace (filtering out names starting with an underscode). Before you load any data, import DataSloth and create the sloth:

from datasloth import DataSloth
sloth = DataSloth()

Next, load any data you want to use. Try naming your dataframes and columns in a meaningful way, as DataSloth uses these names to understand what the data is about.

Once your data is loaded, simply run

sloth.query('...')

to query the data.