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Evaluating RAG and Semantic Search Systems
, Senior Data Scientist, NVIDIA
As adoption of LLMs and retrieval-augmented generation (RAG) becomes more prevalent in enterprise, the demand for robust evaluation arises, ensuring these new tools meet the high regulatory standards of various industries. Gain an in-depth understanding of the unique requirements as well as practical tools to robustly evaluate such systems addressing the complex nature of the underlying data. We'll introduce evaluation techniques addressing domain-specific language and knowledge, specific evaluation metrics, and independent assessment of the retrieval and generation steps, all while taking temporal information into account. Prerequisite(s):
Python. Basic knowledge of LLMs and RAG.
活动: GTC 25
日期: March 2025
行业: 所有行业
级别: 通用
话题: Generative AI - Retrieval-Augmented Generation (RAG)