RAG Is Not Enough: Advanced Retrieval Architectures Using Vertex AI Search on GCP

Retrieval-augmented generation (RAG) caught on fast — and for good reason. Connecting a large language model to your organization’s documents feels like the most natural way to build a useful AI system. You stop relying on what the model memorized during pretraining and start grounding it in knowledge that actually belongs to your business.