Local RAG Hardware Sizing: VRAM Requirements for Embeddings, Vector DBs & LLMs

Comprehensive systems engineering guide for offline, air-gapped Retrieval-Augmented Generation (RAG). Learn how to allocate GPU VRAM across dense embedding models, cross-encoder rerankers, in-memory v