InTowards Data SciencebyJérôme DIAZWhy Retrieval-Augmented Generation Is Still Relevant in the Era of Long-Context Language ModelsIn this article we will explore why 128K tokens and more models can’t fully replace using RAG.1d ago
Joyce BirkinsGoogle’s Long-Context LLMs Meet RAG : Exploring the Impact of Long Texts, Retrievers, and…On October 8th, Google published a paper that did not introduce a new framework but instead studied patterns: it revealed the different…Oct 18
InTowards AIbyClaudio Giorgio GiancaterinoWill Long Context Language Models Replace RAG?Kaggle has launched a competition surrounding the Gemini 1.5 model, introduced on August 8th, 2024, by Google, which aims to showcase its…6d ago16d ago1
InGoogle Cloud - CommunitybyAllan AlfonsoRAG and Long-Context Windows: Why You need BothCombining RAG and Long-Context Windows achieves performance at a lower costNov 8Nov 8
InByte-Sized AIbyDon MoonKey-Value Cache Compression for Long-Context LLMs: A Survey and Key InsightsKV Cache Compression, But What Must We Give in Return? A Comprehensive Benchmark of Long Context Capable ApproachesNov 23Nov 23
InTowards Data SciencebyJérôme DIAZWhy Retrieval-Augmented Generation Is Still Relevant in the Era of Long-Context Language ModelsIn this article we will explore why 128K tokens and more models can’t fully replace using RAG.1d ago
Joyce BirkinsGoogle’s Long-Context LLMs Meet RAG : Exploring the Impact of Long Texts, Retrievers, and…On October 8th, Google published a paper that did not introduce a new framework but instead studied patterns: it revealed the different…Oct 18
InTowards AIbyClaudio Giorgio GiancaterinoWill Long Context Language Models Replace RAG?Kaggle has launched a competition surrounding the Gemini 1.5 model, introduced on August 8th, 2024, by Google, which aims to showcase its…6d ago1
InGoogle Cloud - CommunitybyAllan AlfonsoRAG and Long-Context Windows: Why You need BothCombining RAG and Long-Context Windows achieves performance at a lower costNov 8
InByte-Sized AIbyDon MoonKey-Value Cache Compression for Long-Context LLMs: A Survey and Key InsightsKV Cache Compression, But What Must We Give in Return? A Comprehensive Benchmark of Long Context Capable ApproachesNov 23
InLevel Up CodingbyPavan BelagattiWill Long-Context LLMs Make RAG ObsoleteThe rise of large language models (LLMs) has revolutionized how we generate and retrieve information. However, as LLMs evolve, new…Sep 122
Kshitij KutumbeBreaking Barriers: How Infini-Attention Unlocks Limitless Context for TransformersPaper: “Leave No Context Behind: Efficient Infinite Context Transformers with Infini-attention” Authors: Tsendsuren Munkhdalai, Manaal…Oct 26
Joyce BirkinsRecent Long-Context RAG Research : longRAG, OP-RAG, Self-Route, GLM-4-LongIn the past 3 to 4 months, there has been considerable focus on the topic of long-text RAG (Retrieval-Augmented Generation). When…Oct 9
