fix: update rag_eval_ragas notebook for ragas>=0.4.3 API#298
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SyedShahmeerAli12 wants to merge 1 commit into
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fix: update rag_eval_ragas notebook for ragas>=0.4.3 API#298SyedShahmeerAli12 wants to merge 1 commit into
SyedShahmeerAli12 wants to merge 1 commit into
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Closes deepset-ai#285 - Replace HaystackLLMWrapper with llm_factory/embedding_factory - Each metric now receives its LLM at construction time - Import metrics from ragas.metrics.collections (non-deprecated path) - Replace ragas.evaluate() standalone section with RagasEvaluator.run() per sample (ragas.evaluate() does not support SimpleBaseMetric in v0.4.3) - Clear stale cell outputs
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Summary
Fixes #285 - updates the
rag_eval_ragascookbook notebook to work withragas>=0.4.3, which introduced breaking API changes.What changed:
HaystackLLMWrapper(removed in ragas 0.4.x) withllm_factoryandembedding_factoryfrom the native ragas APIAnswerRelevancy(llm=llm, embeddings=embeddings)ragas.metrics.collections(non-deprecated path in 0.4.x)ragas.evaluate()section withRagasEvaluator.run()per sampleTested:
>=0.4.3haystack-core-integrations#3207 merged