A ready-to-install jupyter extension which converts english queries into relevant code. Built as a proof of concept for the problem we personally face of forgetting less-used syntaxes of pandas and plotly libraries which is often used in Exploratory Data Analysis. This tool allows us to query in a generic language without having to remember the syntax.
Inspired by cool GPT-3 demos and not having the access to the API, here is an attempt by us to build a Text2Code extension using publicly available libraries. The approach isn't generative, but relies on identifying & matching from a set of predefined intents and generating the relevant code by extracting relevant entities and inserting them in a template. Adding new intents and extending the functionality is easy once the pipeline is in place.