For many domain specific business application the pre trained LLM is not enough. Customization is necessary. Out of the box pre trained black box models, even with prompt tuning may be inadequate. There are two ways to customize LLM with recent or private data. The solution is either Fine Tuning(FT) or Retrieval Augmented Search (RAG). For various reasons…