Use the vitals package with ellmer to evaluate and compare the accuracy of LLMs, including writing evals to test local models ...

Try the demo mode to see how it works, or connect a backend to run actual k6 tests. See web/ for local development or WEB_DEPLOYMENT.md for deployment instructions.

In this tutorial, we show how we treat prompts as first-class, versioned artifacts and apply rigorous regression testing to large language model behavior using MLflow. We design an evaluation pipeline ...

Implement end-to-end testing for enrollment process Set up API load testing with Locust Create test fixtures and factories for consistent testing Implement mock services for external dependencies ...

Abstract: The rapid delivery in software development life cycle demands more adaptable automation testing frameworks. The current automation test frameworks struggle with maintaining the scripts due ...