RAG and fine-tuning are suitable for different business scenarios. For some directional and persistent knowledge, such as adjustments for power, energy and other fields, it can bring better performance;

RAG is more oriented to temporary and variable situations.

In addition, LoRA is also a fine-tuning technology,and it is written in their paper.