This article outlines crucial steps for preparing unstructured data for LLMs, emphasizing the need for effective ingestion and preprocessing. It discusses the transformation, cleaning, chunking, summarizing, and embedding generation processes for RAG-ready data, tailored specifically for enterprise-grade applications.