Automatic RAG Evaluation System - a framework for assessing RAG system quality through automated evaluation of retrieval relevance and generation accuracy without human labels.
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ARES (Automatic RAG Evaluation System) provides automated evaluation of RAG pipelines without requiring human-labeled test data.
Automated Evaluation:
Components:
Works with popular RAG frameworks
Open-source: Stanford FutureData Lab
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