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DEEPEVAL
The open-source LLM evaluation framework for reliable AI testing.
Apache-2.0
ABOUT
Traditional testing frameworks cannot handle LLM non-determinism, semantic failures, multi-step reasoning, and tool-call dependencies. DeepEval provides research-backed metrics, traceable evaluations, and CI/CD-ready unit tests so teams can reliably measure and improve AI application quality before shipping to production.
INSTALL
pip install -U deepevalINTEGRATION GUIDE
1. Unit testing LLM outputs in CI/CD pipelines with Pytest-style assertions
2. Evaluating RAG pipelines for hallucination, faithfulness, and answer relevancy
3. Tracing and scoring AI agent steps end-to-end with custom metrics
TAGS
llmevaluationtestingai-agentsragpytestopen-sourcemetricsobservabilityci-cd