Alon Agmon

Building a high-performance embedding and indexing system for large-scale document processing Alon Agmon · Follow Published in Towards Data Science · 12 min read · 9 hours ago — Photo by Marc Sendra Martorell on Unsplash 1. Intro Recently, Retrieval-Augmented Generation (or simply RAG) has become a de facto standard for building generative AI applications using large language models. RAG enhances text generation by ensuring the generative model uses the appropriate context while avoiding the