Tag: Vector RAG

In modern autonomous architectures, retrieval-augmented generation (RAG) serves as the primary mechanism for grounding foundation models in external knowledge. When an agent resolves software bugs, verifies financial ledgers, or automates cloud infrastructure, it cannot rely exclusively on static pre-training weights. It must retrieve live, domain-specific facts from enterprise documentation, codebase repositories, and transactional databases. For […]