Data health evaluation using generative language models

A system comprising:

• a hardware processing unit;
• and
• a storage resource storing computer-readable instructions which, when executed by the hardware processing unit, cause the system to:
• access a data set;
• generate a prompt requesting a generative language model to generate a data evaluation plan for the data set, the prompt including a summary of the data set as context;
• invoke an application programming interface that provides the prompt to the generative language model;
• receive the data evaluation plan from the generative language model, the data evaluation plan including one or more data evaluation actions;
• invoke the application programming interface with another prompt instructing the generative language model to write code to implement the one or more data evaluation actions of the data evaluation plan;
• receive the code from the generative language model;
• and
• execute the code, wherein the code, when executed, implements the data evaluation plan by performing the one or more data evaluation actions, the one or more data evaluation actions identifying one or more data health issues in the data set.

A computer-readable storage medium storing computer-readable instructions which, when executed by a processing unit, cause the processing unit to perform acts comprising:

• accessing a data set;
• generating a prompt instructing a generative language model to generate a data evaluation plan for the data set, the prompt including context describing the data set;
• invoking an application programming interface that provides the prompt to the generative language model;
• receiving the data evaluation plan produced by the generative language model;
• invoking the application programming interface with another prompt instructing the generative language model to write code to implement one or more data evaluation actions of the data evaluation plan;
• receiving the code from the generative language model;
• and
• executing the code to implement the data evaluation plan, the executing of the code identifying one or more data health issues in the data set.