1 INTRODUCTION  
2 OVERVIEW OF RETRIEVAL-AUGMENTED GENERATION  
3 RETRIEVER  
4 RETRIEVAL FUSIONS  
5 GENERATORS  
6 RAG TRAINING  
7 TASKS  
8 APPLICATIONS  
9 DISCUSSION AND FUTURE DIRECTION  
10 CONCLUSION