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Sketch

Code AssistantOpen Sourcegithub.com

AI coding assistant for pandas

github.com
Sketch screenshot
Overview

How it works

Sketch quickly summarize your data, and feed that information into language models using efficient approximation algorithms called “data sketches”.

Key features of Sketch

  • Efficient approximation algorithms: It uses “data sketches” to quickly summarize your data and feed that into language models.
  • Easy to use: Without installing a plugin to your IDE, you can use Sketch.
  • Improved suggestion: Sketch understands your data content and provides improved code suggestions.
  • Future improvement: In the future, they are planning to implement their own custom foundation model “data + language” model to get more accurate results.

Overall, Sketch is suitable for pandas users without installing a plugin to your IDE.

#coding assistant

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