GenSQL: MIT AI tool for databases

MIT researchers introduce generative AI for databases | MIT News | Massachusetts Institute of Technology

This new tool offers an easier way for people to analyze complex tabular data.

A new tool makes it easier for database users to perform complicated statistical analyses of tabular data without the need to know what is going on behind the scenes.

GenSQL, a generative AI system for databases, could help users make predictions, detect anomalies, guess missing values, fix errors, or generate synthetic data with just a few keystrokes.

GenSQL automatically integrates a tabular dataset and a generative probabilistic AI model, which can account for uncertainty and adjust their decision-making based on new data.

Moreover, GenSQL can be used to produce and analyze synthetic data that mimic the real data in a database. This could be especially useful in situations where sensitive data cannot be shared, such as patient health records, or when real data are sparse.

GenSQL: A Probabilistic Programming System for Querying Generative Models of Database Tables | Proceedings of the ACM on Programming Languages (paper)

same name, different tool?

stephanGarland/genSQL: A SQL generator tool to create random rows for test schemas @GitHub
MPL-2.0 license 

Ever want to quickly create millions of rows of random data for a database, with realistic names, datetimes, etc.? Now you can.