Tag: RAG evaluation
All the articles with the tag "RAG evaluation".
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Know Your RAG — Building an Evaluation Dataset for Public Health RAG Systems
Build a domain-specific RAG evaluation dataset from public health literature using the Know Your RAG framework — LLM-generated questions, critique filtering, and RAGAS benchmarking of Agentic vs Naive RAG pipelines.
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Evaluating Agentic RAG Systems - A Practical Guide with PubMedQA
Practical guide to evaluating agentic RAG on PubMedQA using RAGAS — covering context precision, faithfulness, answer correctness, and exact match with ChromaDB vector store.