Yurts has introduced a high-performing AI system using their RAG (Retrieval-Augmented Generation) technology, which is being compared to a new algorithm from Anthropic. Co-founder Guruprasad Raghavan and senior AI researcher Kartik Gupta have detailed how the Yurts RAG system operates. Meanwhile, there is a growing interest in agentic RAG systems, which differ from standard RAG by incorporating tools, memory, and planning capabilities. These agentic systems allow for complete autonomy in reasoning and executing tasks, making them a significant advancement in AI technology. The concept of agentic RAG, its implementation, and its benefits and limitations have been highlighted in recent discussions and articles, including a deep dive at TechCrunch Disrupt 2024 by Madhukar Kumar. Additionally, Multi-Agent RAG systems and RAG-Empowered Chat Agents using Hypothetical Document Embeddings are also gaining attention in the AI community.