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Fernando Rejon Barrera

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From LLM-as-a-Judge To Human-in-the-Loop: Rethinking Evaluat...OpenSearchCon North America 20252025-09-08
Adds LLM-as-a-judge support to OpenSearch 3.1 Search Relevance Workbench and ships a prototype RAGElo ELO-style framework that uses pairwise LLM comparisons to…
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Challenges in moving Gen AI apps to productionOpenSearchCon Europe 20242024-05-06
Company experience moving prototype generative QA into production: built an extractor plus abstractive QA over embedding vectors and layered retrieval (RAG)…
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RAGElo: An Elo Rating-based Evaluation Toolkit for RAGOpenSearchCon Europe 20242024-05-06
RAGElo is an open-source toolkit that ranks RAG pipeline variants by running pairwise Elo ranking matches where an LLM judges two answers plus their retrieved…
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