Vaishnavi

@_vmlops

RAG isn’t just embeddings + vector DB Production-ready RAG requires: • Smart chunking • Efficient embeddings • Scalable vector storage • Hybrid retrieval + re-ranking • Proper document versioning & access control RAG is not a feature It’s infrastructure