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fix(ragas): score empty retrieval contexts as zero - #231
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Silu Panda (SiluPanda) wants to merge 1 commit into
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Fixes #223.
ContextRelevancy now returns score 0 with an empty relevant-sentences list when the flattened context is empty. Python's sync and async paths and the TypeScript scorer short-circuit before calling the LLM judge. This prevents division by zero, NaN/null scores, or a hallucinated sentence turning empty retrieval into a perfect score.
The change leaves non-empty contexts and their existing score clamping unchanged. Tests cover
"",[], and[""], assert that no judge request occurs, and check that the TypeScript result serializes as zero rather than null.Validation:
pytest py/autoevals/test_ragas.py -k 'not retrieval' -qgives 10 passed, 8 deselected.pnpm run buildpasses for CJS, ESM, and declarations.Live-provider tests were deliberately not run; validation used local/mocked tests with API credentials unset.
AI assistance: implemented and validated using Codex.