RAG Stack: The Solution to 2023's Cloud Challenges

Top-k retrieval was the beginning. Production systems now need routing, memory, evidence checks, structured retrieval, and security around the retrieval layer. Most RAG tutorials still start with the same pipeline: documents → chunks → embeddings → vector database → top-k retrieval → LLM answer This