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.