Retrieval Augmented Generation Journal

Why Generative AI Needs a Memory Boost Large language models are impressive at producing text, code, and analysis on demand. But they have a fundamental limitation: their knowledge stops at the date they were trained. A model trained in 2023 cannot know about events from 2024. It also cannot access your company's internal documents, your customer records, or the latest research paper published yesterday. When you ask a question that depends on fresh or private information,