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Quality Assurance
GOLDEN_SET.md · 3 documents
GOLDEN_SET.md
Golden Dataset Guidelines
Defines a structured format for a golden dataset used to benchmark, regression test, and compare retrieval-augmented generation systems.
aieval
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natnewGOLDEN_SET.md
Evaluation Scripts
Provides two Python scripts: one interactively builds a golden test set of queries, the other evaluates retrieval quality using IR metrics.
aieval
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bennettckGOLDEN_SET.md
Understanding the Sources of Uncertainty - and Why Our Evals are Biased
Catalogues 10 sources of error in AI evaluations, bias, noise, and their compounding effects, with worked examples and statistical intuition.
aiagentrag
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reliableai