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6 technologies shown
- LLM-as-a-Judge technique Using a capable model to score another model's output.
- LM Evaluation Harness tool Standard harness for running language model benchmarks.
- Ragas tool Evaluation library that scores retrieval and answer quality separately.
- LangSmith tool Tracing and evaluation for model applications, showing each step of a run.
- DeepEval library Open-source framework of tests for model applications.
- TruLens library Instrumentation and feedback functions for evaluating model applications.