Verbosity in Metrics, Hyperparameter Logging, Improved Synthetic Data Generation, Better Async Support
In DeepEval v0.21.62, we:
- added an option to print out intermediate steps during metric execution, which can be configured via the
verbose_mode
parameter: https://docs.confident-ai.com/docs/metrics-answer-relevancy#example - hyperparameters can be logged to Confident AI via the evaluate() function: https://docs.confident-ai.com/docs/getting-started#optimizing-hyperparameters
- Synthetic data generation now gives more realistic results and is more customizable: https://docs.confident-ai.com/docs/evaluation-datasets-synthetic-data