Rag
RAG (Retrieval-Augmented Generation) Introduction RAG is a system that can provide new knowledge to the model. flowchart LR A1[1. Data Extraction] subgraph RAG_Pipeline B2[2. Chunking] B3[3. Vectorization / Embedding] B4[4. Index Creation] B5[5. Retrieval] end C7[7. Reranking] D9[9. LLM Summarization / Generation] E6[6. Retrieval Evaluation] F8[8. Rerank Evaluation] G10[10. Final Evaluation] A1 --> B2 B2 --> B3 B3 --> B4 B4 --> B5 B5 --> C7 C7 --> D9 B5 -. evaluate .-> E6 C7 -. evaluate .-> F8 D9 -. evaluate .-> G10 E6 --> RAG_Pipeline F8 --> RAG_Pipeline G10 --> RAG_Pipeline There are three main mode for AI systems: ...