DeepEval — LLM Testing & Evaluation Framework Overview DeepEval, the open-source framework for unit testing LLM applications. Helps developers write test cases, define custom metrics, and integrate LLM quality checks into CI/CD pipelines using a pytest-like interface. Instructions Basic Test Cases Write unit tests for LLM outputs using built-in metrics: Conversational Testing Test multi-turn conversations for coherence and context retention: Custom Metrics Define evaluation criteria specific to your domain: Bulk Evaluation with Datasets Run evaluations at scale: Red Teaming and Safety Test LL…