UpTrain provides a simple and easy way to perform evaluations on your data. You can pass any of these Evals to the evaluate function in EvalLLM class and it will automatically perform the evaluation.

These evals require a combination of the following columns to be present in your data:

  • question: The question you want to ask
  • context: The context relevant to the question
  • response: The response to the question

Some evals may require additional parameters to be passed to them. These are called parametric evals. Any eval below that has a Parameters section is a parametric eval.

You can choose evals as per your needs. We have divided them into a few categories for your convenience: