RAG - 검색증강생성

pre-retrieval

• indexing
• query manipulate
• query construction
• query translation

retrieval

• search ranking
• hybrid search

post-retrieval

• re-ranking -long context reorder
• filtering

generation

• enhancing

...RAPTOR, Re2G

RAFT - Retrieval Augmented FineTuning

FT - 학습

• [ChatGPT FT]https://littlefoxdiary.tistory.com/118

RAG - 오픈북

RAFT - FT+RAG

• negative sample dataset tuning

PEFT - Parameter-Efficient Fine-Tuning

LoRA

Prompt Engineering