An LLM only knows what it was trained on, it has no idea what’s in your company’s annual report or internal documents. This blog breaks down Retrieval-Augmented Generation (RAG), the technique that lets LLMs pull in your organisation’s own data to answer questions accurately, covering keyword, semantic, hybrid, and multi-hop retrieval with practical, real-world examples.
