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Information Retrieval For Retrieval Augmented Generation
Towards AI - Medium pub.towardsai.net
Three Battle-Tested Tips to Dramatically Boost Performance
Retrieval Augmented Generation (RAG) refers to Large Language Model (LLM)-based applications that use an Information Retrieval (IR) component in their context generation process. Having a high-performing IR component that provides the LLM with relevant information is key to building a robust RAG application. This post delves into three (and a half) simple tips that can dramatically improve the performance of your information retrieval system. So, without further ado, let’s …
application applications boost building context information information-retrieval language language model large language large language model large language models llm nlp performance process rags retrieval retrieval augmented generation tips